[
{
"id": "AISEC_00001",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00002",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00003",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00004",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00005",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00006",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00007",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00008",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00009",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00010",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00011",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00012",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00013",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00014",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00015",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00016",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00017",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00018",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00019",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00020",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00021",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00022",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00023",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00024",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00025",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00026",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00027",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00028",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00029",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00030",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00031",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00032",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00033",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00034",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00035",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00036",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00037",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00038",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00039",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00040",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00041",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00042",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00043",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00044",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00045",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00046",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00047",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00048",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00049",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00050",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00051",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00052",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00053",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00054",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00055",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00056",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00057",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00058",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00059",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00060",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00061",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00062",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00063",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00064",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00065",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00066",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00067",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00068",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00069",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00070",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00071",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00072",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00073",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00074",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00075",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00076",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00077",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00078",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00079",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00080",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00081",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00082",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00083",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00084",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00085",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00086",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00087",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00088",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00089",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00090",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00091",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00092",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00093",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00094",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00095",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00096",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00097",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00098",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00099",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00100",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00101",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00102",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00103",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00104",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00105",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00106",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00107",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00108",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00109",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00110",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00111",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00112",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00113",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00114",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00115",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00116",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00117",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00118",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00119",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00120",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00121",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00122",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00123",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00124",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00125",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00126",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00127",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00128",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00129",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00130",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00131",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00132",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00133",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00134",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00135",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00136",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00137",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00138",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00139",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00140",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00141",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00142",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00143",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00144",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00145",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00146",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00147",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00148",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00149",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00150",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00151",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00152",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00153",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00154",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00155",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00156",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00157",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00158",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00159",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00160",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00161",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00162",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00163",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00164",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00165",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00166",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00167",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00168",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00169",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00170",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00171",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00172",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00173",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00174",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00175",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00176",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00177",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00178",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00179",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00180",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00181",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00182",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00183",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00184",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00185",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00186",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00187",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00188",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00189",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00190",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00191",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00192",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00193",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00194",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00195",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00196",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00197",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00198",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00199",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00200",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00201",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00202",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00203",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00204",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00205",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00206",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00207",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00208",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00209",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00210",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00211",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00212",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00213",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00214",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00215",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00216",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00217",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00218",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00219",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00220",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00221",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00222",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00223",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00224",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00225",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00226",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00227",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00228",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00229",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00230",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00231",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00232",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00233",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00234",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00235",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00236",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00237",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00238",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00239",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00240",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00241",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00242",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00243",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00244",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00245",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00246",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00247",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00248",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00249",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00250",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00251",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00252",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00253",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00254",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00255",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00256",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00257",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00258",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00259",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00260",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00261",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00262",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00263",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00264",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00265",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00266",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00267",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00268",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00269",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00270",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00271",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00272",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00273",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00274",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00275",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00276",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00277",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00278",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00279",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00280",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00281",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00282",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00283",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00284",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00285",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00286",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00287",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00288",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00289",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00290",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00291",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00292",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00293",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00294",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00295",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00296",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00297",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00298",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00299",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00300",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00301",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00302",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00303",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00304",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00305",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00306",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00307",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00308",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00309",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00310",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00311",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00312",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00313",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00314",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00315",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00316",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00317",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00318",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00319",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00320",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00321",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00322",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00323",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00324",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00325",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00326",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00327",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00328",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00329",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00330",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00331",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00332",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00333",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00334",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00335",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00336",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00337",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00338",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00339",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00340",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00341",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00342",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00343",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00344",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00345",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00346",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00347",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00348",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00349",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00350",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00351",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00352",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00353",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00354",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00355",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00356",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00357",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00358",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00359",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00360",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00361",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00362",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00363",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00364",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00365",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00366",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00367",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00368",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00369",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00370",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00371",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00372",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00373",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00374",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00375",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00376",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00377",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00378",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00379",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00380",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00381",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00382",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00383",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00384",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00385",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00386",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00387",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00388",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00389",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00390",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00391",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00392",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00393",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00394",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00395",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00396",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00397",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00398",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00399",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00400",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00401",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00402",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00403",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00404",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00405",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00406",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00407",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00408",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00409",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00410",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00411",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00412",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00413",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00414",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00415",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00416",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00417",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00418",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00419",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00420",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00421",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00422",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00423",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00424",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00425",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00426",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00427",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00428",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00429",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00430",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00431",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00432",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00433",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00434",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00435",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00436",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00437",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00438",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00439",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00440",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00441",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00442",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00443",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00444",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00445",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00446",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00447",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00448",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00449",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00450",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00451",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00452",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00453",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00454",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00455",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00456",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00457",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00458",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00459",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00460",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00461",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00462",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00463",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00464",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00465",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00466",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00467",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00468",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00469",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00470",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00471",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00472",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00473",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00474",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00475",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00476",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00477",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00478",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00479",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00480",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00481",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00482",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00483",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00484",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00485",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00486",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00487",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00488",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00489",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00490",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00491",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00492",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00493",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00494",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00495",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00496",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00497",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00498",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00499",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00500",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00501",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00502",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00503",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00504",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00505",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00506",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00507",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00508",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00509",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00510",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00511",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00512",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00513",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00514",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00515",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00516",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00517",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00518",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00519",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00520",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00521",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00522",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00523",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00524",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00525",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00526",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00527",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00528",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00529",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00530",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00531",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00532",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00533",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00534",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00535",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00536",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00537",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00538",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00539",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00540",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00541",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00542",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00543",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00544",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00545",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00546",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00547",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00548",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00549",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00550",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00551",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00552",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00553",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00554",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00555",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00556",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00557",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00558",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00559",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00560",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00561",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00562",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00563",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00564",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00565",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00566",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00567",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00568",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00569",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00570",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00571",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00572",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00573",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00574",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00575",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00576",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00577",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00578",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00579",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00580",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00581",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00582",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00583",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00584",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00585",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00586",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00587",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00588",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00589",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00590",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00591",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00592",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00593",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00594",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00595",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00596",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00597",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00598",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00599",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00600",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00601",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00602",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00603",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00604",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00605",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00606",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00607",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00608",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00609",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00610",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00611",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00612",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00613",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00614",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00615",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00616",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00617",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00618",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00619",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00620",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00621",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00622",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00623",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00624",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00625",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00626",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00627",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00628",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00629",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00630",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00631",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00632",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00633",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00634",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00635",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00636",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00637",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00638",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00639",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00640",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00641",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00642",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00643",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00644",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00645",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00646",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00647",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00648",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00649",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00650",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00651",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00652",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00653",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00654",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00655",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00656",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00657",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00658",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00659",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00660",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00661",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00662",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00663",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00664",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00665",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00666",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00667",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00668",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00669",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00670",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00671",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00672",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00673",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00674",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00675",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00676",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00677",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00678",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00679",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00680",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00681",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00682",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00683",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00684",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00685",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00686",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00687",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00688",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00689",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00690",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00691",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00692",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00693",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00694",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00695",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00696",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00697",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00698",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00699",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00700",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00701",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00702",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00703",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00704",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00705",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00706",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00707",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00708",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00709",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00710",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00711",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00712",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00713",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00714",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00715",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00716",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00717",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00718",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00719",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00720",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00721",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00722",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00723",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00724",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00725",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00726",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00727",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00728",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00729",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00730",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00731",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00732",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00733",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00734",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00735",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00736",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00737",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00738",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00739",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00740",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00741",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00742",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00743",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00744",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00745",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00746",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00747",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00748",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00749",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00750",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00751",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00752",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00753",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00754",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00755",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00756",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00757",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00758",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00759",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00760",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00761",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00762",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00763",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00764",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00765",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00766",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00767",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00768",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00769",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00770",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00771",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00772",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00773",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00774",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00775",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00776",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00777",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00778",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00779",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00780",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00781",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00782",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00783",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00784",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00785",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00786",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00787",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00788",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00789",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00790",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00791",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00792",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00793",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00794",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00795",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00796",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00797",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00798",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00799",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00800",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00801",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00802",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00803",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00804",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00805",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00806",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00807",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00808",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00809",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00810",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00811",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00812",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00813",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00814",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00815",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00816",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00817",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00818",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00819",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00820",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00821",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00822",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00823",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00824",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00825",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00826",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00827",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00828",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00829",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00830",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00831",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00832",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00833",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00834",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00835",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00836",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00837",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00838",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00839",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00840",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00841",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00842",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00843",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00844",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00845",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00846",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00847",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00848",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00849",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00850",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00851",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00852",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00853",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00854",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00855",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00856",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00857",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00858",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00859",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00860",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00861",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00862",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00863",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00864",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00865",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00866",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00867",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00868",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00869",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00870",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00871",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00872",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00873",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00874",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00875",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00876",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00877",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00878",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00879",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00880",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00881",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00882",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00883",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00884",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00885",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00886",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00887",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00888",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00889",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00890",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00891",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00892",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00893",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00894",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00895",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00896",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00897",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00898",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00899",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00900",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00901",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00902",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00903",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00904",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00905",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00906",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00907",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00908",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00909",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00910",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00911",
"category": "security",
"language": "sql",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00912",
"category": "security",
"language": "python",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00913",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00914",
"category": "security",
"language": "typescript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00915",
"category": "security",
"language": "java",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00916",
"category": "security",
"language": "go",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00917",
"category": "security",
"language": "rust",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00918",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00919",
"category": "security",
"language": "bash",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00920",
"category": "security",
"language": "sql",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00921",
"category": "security",
"language": "python",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00922",
"category": "security",
"language": "javascript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00923",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00924",
"category": "security",
"language": "java",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00925",
"category": "security",
"language": "go",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00926",
"category": "security",
"language": "rust",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00927",
"category": "security",
"language": "cpp",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00928",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00929",
"category": "security",
"language": "sql",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this SQL code in the billing domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00930",
"category": "security",
"language": "python",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "auth",
"prompt": "Perform a security review of this Python code in the auth domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00931",
"category": "security",
"language": "javascript",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "search",
"prompt": "Perform a security review of this JavaScript code in the search domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00932",
"category": "security",
"language": "typescript",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this TypeScript code in the analytics domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00933",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "notifications",
"prompt": "Perform a security review of this Java code in the notifications domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00934",
"category": "security",
"language": "go",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this Go code in the reports domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00935",
"category": "security",
"language": "rust",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this Rust code in the cache domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00936",
"category": "security",
"language": "cpp",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "scheduler",
"prompt": "Perform a security review of this C++ code in the scheduler domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00937",
"category": "security",
"language": "bash",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "uploads",
"prompt": "Perform a security review of this Bash code in the uploads domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00938",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "webhooks",
"prompt": "Perform a security review of this SQL code in the webhooks domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00939",
"category": "security",
"language": "python",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this Python code in the profiles domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00940",
"category": "security",
"language": "javascript",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "checkout",
"prompt": "Perform a security review of this JavaScript code in the checkout domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00941",
"category": "security",
"language": "typescript",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "inventory",
"prompt": "Perform a security review of this TypeScript code in the inventory domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00942",
"category": "security",
"language": "java",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Java code in the recommendations domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00943",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "audit",
"prompt": "Perform a security review of this Go code in the audit domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00944",
"category": "security",
"language": "rust",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this Rust code in the logging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00945",
"category": "security",
"language": "cpp",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this C++ code in the sync domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00946",
"category": "security",
"language": "bash",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "streaming",
"prompt": "Perform a security review of this Bash code in the streaming domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00947",
"category": "security",
"language": "sql",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "exports",
"prompt": "Perform a security review of this SQL code in the exports domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00948",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "imports",
"prompt": "Perform a security review of this Python code in the imports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00949",
"category": "security",
"language": "javascript",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this JavaScript code in the payments domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00950",
"category": "security",
"language": "typescript",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "messaging",
"prompt": "Perform a security review of this TypeScript code in the messaging domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00951",
"category": "security",
"language": "java",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "admin",
"prompt": "Perform a security review of this Java code in the admin domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00952",
"category": "security",
"language": "go",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this Go code in the dashboard domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00953",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "billing",
"prompt": "Perform a security review of this Rust code in the billing domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00954",
"category": "security",
"language": "cpp",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this C++ code in the auth domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00955",
"category": "security",
"language": "bash",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Bash code in the search domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00956",
"category": "security",
"language": "sql",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "analytics",
"prompt": "Perform a security review of this SQL code in the analytics domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00957",
"category": "security",
"language": "python",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "notifications",
"prompt": "Perform a security review of this Python code in the notifications domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00958",
"category": "security",
"language": "javascript",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "reports",
"prompt": "Perform a security review of this JavaScript code in the reports domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00959",
"category": "security",
"language": "typescript",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this TypeScript code in the cache domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00960",
"category": "security",
"language": "java",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "scheduler",
"prompt": "Perform a security review of this Java code in the scheduler domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00961",
"category": "security",
"language": "go",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "uploads",
"prompt": "Perform a security review of this Go code in the uploads domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00962",
"category": "security",
"language": "rust",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this Rust code in the webhooks domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00963",
"category": "security",
"language": "cpp",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "profiles",
"prompt": "Perform a security review of this C++ code in the profiles domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00964",
"category": "security",
"language": "bash",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Bash code in the checkout domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00965",
"category": "security",
"language": "sql",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this SQL code in the inventory domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00966",
"category": "security",
"language": "python",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "recommendations",
"prompt": "Perform a security review of this Python code in the recommendations domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00967",
"category": "security",
"language": "javascript",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "audit",
"prompt": "Perform a security review of this JavaScript code in the audit domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00968",
"category": "security",
"language": "typescript",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "logging",
"prompt": "Perform a security review of this TypeScript code in the logging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00969",
"category": "security",
"language": "java",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Java code in the sync domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00970",
"category": "security",
"language": "go",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "streaming",
"prompt": "Perform a security review of this Go code in the streaming domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00971",
"category": "security",
"language": "rust",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "exports",
"prompt": "Perform a security review of this Rust code in the exports domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00972",
"category": "security",
"language": "cpp",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this C++ code in the imports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00973",
"category": "security",
"language": "bash",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "payments",
"prompt": "Perform a security review of this Bash code in the payments domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate session data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00974",
"category": "security",
"language": "sql",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this SQL code in the messaging domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate token data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00975",
"category": "security",
"language": "python",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this Python code in the admin domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate queue data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00976",
"category": "security",
"language": "javascript",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "dashboard",
"prompt": "Perform a security review of this JavaScript code in the dashboard domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate worker data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00977",
"category": "security",
"language": "typescript",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "billing",
"prompt": "Perform a security review of this TypeScript code in the billing domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate parser data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00978",
"category": "security",
"language": "java",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "auth",
"prompt": "Perform a security review of this Java code in the auth domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate report data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00979",
"category": "security",
"language": "go",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "search",
"prompt": "Perform a security review of this Go code in the search domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate profile data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00980",
"category": "security",
"language": "rust",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "analytics",
"prompt": "Perform a security review of this Rust code in the analytics domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate cart data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00981",
"category": "security",
"language": "cpp",
"vulnerability_type": "SQL Injection",
"severity": "Low",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "notifications",
"prompt": "Perform a security review of this C++ code in the notifications domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate order data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00982",
"category": "security",
"language": "bash",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Medium",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "reports",
"prompt": "Perform a security review of this Bash code in the reports domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate cache_key data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00983",
"category": "security",
"language": "sql",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "High",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "cache",
"prompt": "Perform a security review of this SQL code in the cache domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate job data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00984",
"category": "security",
"language": "python",
"vulnerability_type": "Hardcoded Secret",
"severity": "Critical",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "scheduler",
"prompt": "Perform a security review of this Python code in the scheduler domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate event data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00985",
"category": "security",
"language": "javascript",
"vulnerability_type": "Path Traversal",
"severity": "Low",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "uploads",
"prompt": "Perform a security review of this JavaScript code in the uploads domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate payload data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00986",
"category": "security",
"language": "typescript",
"vulnerability_type": "Command Injection",
"severity": "Medium",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "webhooks",
"prompt": "Perform a security review of this TypeScript code in the webhooks domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate file data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00987",
"category": "security",
"language": "java",
"vulnerability_type": "Weak Password Storage",
"severity": "High",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "profiles",
"prompt": "Perform a security review of this Java code in the profiles domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate record data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00988",
"category": "security",
"language": "go",
"vulnerability_type": "Insecure Randomness",
"severity": "Critical",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "checkout",
"prompt": "Perform a security review of this Go code in the checkout domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate metric data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00989",
"category": "security",
"language": "rust",
"vulnerability_type": "Missing Authentication",
"severity": "Low",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "inventory",
"prompt": "Perform a security review of this Rust code in the inventory domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate notification data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_00990",
"category": "security",
"language": "cpp",
"vulnerability_type": "SSRF",
"severity": "Medium",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "recommendations",
"prompt": "Perform a security review of this C++ code in the recommendations domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate task data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
},
{
"id": "AISEC_00991",
"category": "security",
"language": "bash",
"vulnerability_type": "SQL Injection",
"severity": "High",
"cwe": "CWE-89",
"owasp": "A03:2021 Injection",
"domain": "audit",
"prompt": "Perform a security review of this Bash code in the audit domain and explain the vulnerability.",
"code": "query = f\"SELECT * FROM users WHERE id = {user_id}\"",
"analysis": "User-controlled input is concatenated directly into the SQL query.",
"impact": "The issue can expose or manipulate route data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "cursor.execute('SELECT * FROM users WHERE id = ?', (user_id,))"
},
{
"id": "AISEC_00992",
"category": "security",
"language": "sql",
"vulnerability_type": "Cross-Site Scripting",
"severity": "Critical",
"cwe": "CWE-79",
"owasp": "A03:2021 Injection",
"domain": "logging",
"prompt": "Perform a security review of this SQL code in the logging domain and explain the vulnerability.",
"code": "html = f\"{comment}
\"",
"analysis": "Untrusted content is rendered into HTML without encoding.",
"impact": "The issue can expose or manipulate service data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "html = f\"{escape(comment)}
\""
},
{
"id": "AISEC_00993",
"category": "security",
"language": "python",
"vulnerability_type": "Insecure Direct Object Reference",
"severity": "Low",
"cwe": "CWE-639",
"owasp": "A01:2021 Broken Access Control",
"domain": "sync",
"prompt": "Perform a security review of this Python code in the sync domain and explain the vulnerability.",
"code": "record = db.get_invoice(invoice_id)\nreturn record",
"analysis": "Access is controlled only by identifier, not by authorization context.",
"impact": "The issue can expose or manipulate adapter data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "record = db.get_invoice_for_user(invoice_id, current_user.id)\nreturn record"
},
{
"id": "AISEC_00994",
"category": "security",
"language": "javascript",
"vulnerability_type": "Hardcoded Secret",
"severity": "Medium",
"cwe": "CWE-798",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "streaming",
"prompt": "Perform a security review of this JavaScript code in the streaming domain and explain the vulnerability.",
"code": "API_KEY = \"sk_live_example_secret\"\n",
"analysis": "A secret is embedded directly in source code.",
"impact": "The issue can expose or manipulate handler data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "API_KEY = os.getenv(\"API_KEY\")\n"
},
{
"id": "AISEC_00995",
"category": "security",
"language": "typescript",
"vulnerability_type": "Path Traversal",
"severity": "High",
"cwe": "CWE-22",
"owasp": "A01:2021 Broken Access Control",
"domain": "exports",
"prompt": "Perform a security review of this TypeScript code in the exports domain and explain the vulnerability.",
"code": "path = f\"/uploads/{filename}\"\nopen(path)",
"analysis": "A user-controlled filename can escape the intended directory.",
"impact": "The issue can expose or manipulate controller data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "safe = os.path.basename(filename)\npath = f\"/uploads/{safe}\"\nopen(path)"
},
{
"id": "AISEC_00996",
"category": "security",
"language": "java",
"vulnerability_type": "Command Injection",
"severity": "Critical",
"cwe": "CWE-78",
"owasp": "A03:2021 Injection",
"domain": "imports",
"prompt": "Perform a security review of this Java code in the imports domain and explain the vulnerability.",
"code": "os.system(f\"ping {host}\")",
"analysis": "Shell command is constructed from untrusted input.",
"impact": "The issue can expose or manipulate repository data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "subprocess.run([\"ping\", host], check=True)"
},
{
"id": "AISEC_00997",
"category": "security",
"language": "go",
"vulnerability_type": "Weak Password Storage",
"severity": "Low",
"cwe": "CWE-916",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "payments",
"prompt": "Perform a security review of this Go code in the payments domain and explain the vulnerability.",
"code": "stored = password\n",
"analysis": "Passwords must never be stored in plaintext.",
"impact": "The issue can expose or manipulate client data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "stored = bcrypt.hashpw(password.encode(), bcrypt.gensalt())\n"
},
{
"id": "AISEC_00998",
"category": "security",
"language": "rust",
"vulnerability_type": "Insecure Randomness",
"severity": "Medium",
"cwe": "CWE-338",
"owasp": "A02:2021 Cryptographic Failures",
"domain": "messaging",
"prompt": "Perform a security review of this Rust code in the messaging domain and explain the vulnerability.",
"code": "token = random.randint(100000, 999999)\n",
"analysis": "Predictable randomness is not suitable for security tokens.",
"impact": "The issue can expose or manipulate pipeline data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "token = secrets.randbelow(900000) + 100000\n"
},
{
"id": "AISEC_00999",
"category": "security",
"language": "cpp",
"vulnerability_type": "Missing Authentication",
"severity": "High",
"cwe": "CWE-306",
"owasp": "A01:2021 Broken Access Control",
"domain": "admin",
"prompt": "Perform a security review of this C++ code in the admin domain and explain the vulnerability.",
"code": "def export_report(request):\n return build_report()\n",
"analysis": "Sensitive functionality is exposed without identity verification.",
"impact": "The issue can expose or manipulate module data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "def export_report(request):\n if not request.user.is_authenticated:\n raise PermissionError()\n return build_report()\n"
},
{
"id": "AISEC_01000",
"category": "security",
"language": "bash",
"vulnerability_type": "SSRF",
"severity": "Critical",
"cwe": "CWE-918",
"owasp": "A10:2021 Server-Side Request Forgery",
"domain": "dashboard",
"prompt": "Perform a security review of this Bash code in the dashboard domain and explain the vulnerability.",
"code": "response = requests.get(url)\n",
"analysis": "The server fetches arbitrary URLs without destination validation.",
"impact": "The issue can expose or manipulate invoice data in production.",
"remediation": "Apply least privilege, input validation, and safe framework APIs.",
"secure_code": "allowed = is_allowed_host(url)\nif allowed:\n response = requests.get(url, timeout=3)\n"
}
]