Datasets:

torchsight
/

beam-training-data

	{"id": "hard_safe_pentest_reports_00000", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Jennifer Nguyen \| Bounty: $5,605\n\n## Summary\nAuth Bypass in /admin. Fixed in v4.9.20.\n\n## Timeline\n- Reported: 2020-01-05\n- Fixed: 2021-10-02\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00001", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-777\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 7.0\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00002", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: David Miller \| Bounty: $12,868\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v2.5.14.\n\n## Timeline\n- Reported: 2020-05-22\n- Fixed: 2025-10-16\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00003", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-325\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 6.9\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00004", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Michael Martinez, OSCP\nPeriod: 2021-03-25 to 2022-05-11\n\n## Finding #2: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00005", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Fatima Garcia \| Bounty: $2,616\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v5.8.8.\n\n## Timeline\n- Reported: 2024-09-27\n- Fixed: 2025-06-03\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00006", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: James Ali, OSCP\nPeriod: 2020-06-19 to 2023-10-13\n\n## Finding #12: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00007", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-514\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 5.1\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00008", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 453\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{e1d39864552818e5bdd3239ca2c7cc7e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00009", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-423\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 5.7\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00010", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Raj Martinez \| Bounty: $13,547\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v4.9.2.\n\n## Timeline\n- Reported: 2022-09-03\n- Fixed: 2022-08-15\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00011", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Elizabeth Williams, OSCP\nPeriod: 2025-02-20 to 2024-09-13\n\n## Finding #8: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00012", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Sophia Hall, OSCP\nPeriod: 2025-04-11 to 2024-08-17\n\n## Finding #3: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00013", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Sophia Kim \| Bounty: $12,203\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v2.8.6.\n\n## Timeline\n- Reported: 2020-04-23\n- Fixed: 2023-08-17\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00014", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Medium \| Points: 244\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{6ca0a55864df921ae4aa2b18a52bffe1}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00015", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-471\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 6.5\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00016", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-296\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 6.1\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00017", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Medium \| Points: 151\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{88b8ae9922b9eb05bf9cc33fce3a97cc}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00018", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Michael Young \| Bounty: $2,767\n\n## Summary\nPath Traversal in /download?file=. Fixed in v4.0.16.\n\n## Timeline\n- Reported: 2026-06-18\n- Fixed: 2020-12-28\n\nFix: canonicalization.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00019", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Robert Garcia, OSCP\nPeriod: 2022-08-17 to 2021-07-03\n\n## Finding #4: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00020", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-524\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.3\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00021", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-495\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 9.8\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00022", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 150\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{dac24db2b7014d8b814406c71e908326}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00023", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-684\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 7.0\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00024", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-638\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 7.6\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00025", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Yuki Johnson, OSCP\nPeriod: 2025-07-12 to 2022-12-01\n\n## Finding #6: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00026", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-850\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 8.2\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00027", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-145\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 6.7\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00028", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 456\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{722bf03ce546d70a4d0a4c667f52b5c4}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00029", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Fatima Young \| Bounty: $13,973\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v3.8.10.\n\n## Timeline\n- Reported: 2022-02-03\n- Fixed: 2022-11-10\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00030", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Thomas Chen \| Bounty: $3,230\n\n## Summary\nXXE in XML upload handler. Fixed in v5.5.15.\n\n## Timeline\n- Reported: 2020-12-28\n- Fixed: 2022-10-14\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00031", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Priya Wright, OSCP\nPeriod: 2023-06-17 to 2026-12-22\n\n## Finding #3: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00032", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SQL Injection Lab \| Difficulty: Hard \| Points: 500\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{723a5f0275712554f028e1cb39bf3212}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00033", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: William Lopez, OSCP\nPeriod: 2022-12-03 to 2024-09-10\n\n## Finding #5: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00034", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 214\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{132c085c8914fb8cd1fa7a5eca2f6e01}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00035", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-265\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 6.5\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00036", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-390\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 9.1\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00037", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: XXE Lab \| Difficulty: Hard \| Points: 240\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{24882f2ab9d9d00a9ac6a7a4f7ca4107}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00038", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: William Young \| Bounty: $2,853\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.5.12.\n\n## Timeline\n- Reported: 2023-03-25\n- Fixed: 2022-09-18\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00039", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-577\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 5.6\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00040", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Privilege Escalation Lab \| Difficulty: Easy \| Points: 125\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{4693d2595c78740f8f3507ea78d6ebc5}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00041", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Maria Miller, OSCP\nPeriod: 2022-09-10 to 2020-07-17\n\n## Finding #8: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00042", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-796\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 7.9\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00043", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Sarah Kim, OSCP\nPeriod: 2024-06-25 to 2021-04-20\n\n## Finding #9: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00044", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Mary Jones, OSCP\nPeriod: 2025-06-26 to 2023-09-15\n\n## Finding #3: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00045", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Insecure Deserialization Lab \| Difficulty: Hard \| Points: 263\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{2fb45d8b4d5af9cbb07fcc9b92a9d2a0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00046", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 260\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{663897dbb88f76f788adac47f44ffcbb}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00047", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-457\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 7.7\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00048", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-687\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 8.2\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00049", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Andrew Jones \| Bounty: $5,258\n\n## Summary\nAuth Bypass in /admin. Fixed in v2.4.3.\n\n## Timeline\n- Reported: 2022-08-21\n- Fixed: 2022-12-16\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00050", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: IDOR Lab \| Difficulty: Medium \| Points: 387\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{b2993a8a06b1c08e6ee73f5ae198bee2}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00051", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Sophia Singh, OSCP\nPeriod: 2021-12-28 to 2022-01-01\n\n## Finding #5: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00052", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Elizabeth Ali, OSCP\nPeriod: 2025-09-17 to 2023-03-28\n\n## Finding #9: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00053", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-928\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.5\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00054", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: David Hill \| Bounty: $3,550\n\n## Summary\nSSRF in /proxy?url=. Fixed in v2.5.10.\n\n## Timeline\n- Reported: 2024-11-25\n- Fixed: 2021-03-20\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00055", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: William Williams \| Bounty: $7,067\n\n## Summary\nAuth Bypass in /admin. Fixed in v2.2.5.\n\n## Timeline\n- Reported: 2023-06-08\n- Fixed: 2020-05-13\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00056", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: William Martinez \| Bounty: $10,043\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v2.4.12.\n\n## Timeline\n- Reported: 2025-04-02\n- Fixed: 2025-02-15\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00057", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: XXE Lab \| Difficulty: Hard \| Points: 357\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{eecbaf53f77f5beccdca9c885e1de382}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00058", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Priya Miller \| Bounty: $12,245\n\n## Summary\nPath Traversal in /download?file=. Fixed in v5.1.17.\n\n## Timeline\n- Reported: 2023-01-15\n- Fixed: 2021-09-14\n\nFix: canonicalization.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00059", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Wei Lopez, OSCP\nPeriod: 2026-05-24 to 2020-07-09\n\n## Finding #1: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00060", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Fatima Nguyen, OSCP\nPeriod: 2025-02-18 to 2020-02-16\n\n## Finding #1: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00061", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Andrew Jones \| Bounty: $13,047\n\n## Summary\nXXE in XML upload handler. Fixed in v5.5.13.\n\n## Timeline\n- Reported: 2023-07-13\n- Fixed: 2020-11-22\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00062", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Path Traversal Lab \| Difficulty: Medium \| Points: 160\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{288b3004a88d354eb1c6ce03109b0b63}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00063", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Carlos Martinez, OSCP\nPeriod: 2021-12-19 to 2022-10-20\n\n## Finding #11: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00064", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: RCE Lab \| Difficulty: Easy \| Points: 438\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{86489b2a805a68b642833d2706686451}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00065", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-648\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 8.5\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00066", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Ahmed Lopez, OSCP\nPeriod: 2024-10-02 to 2026-02-07\n\n## Finding #10: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00067", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Easy \| Points: 270\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{4e33bbcebb63547a45e7cbc5350db089}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00068", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-300\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 6.6\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00069", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Hard \| Points: 435\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{f5c7bb7b5282eff8d1d002a12370aeea}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00070", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Maria Chen, OSCP\nPeriod: 2020-01-17 to 2025-05-18\n\n## Finding #5: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00071", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Patricia Brown \| Bounty: $9,091\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v3.3.7.\n\n## Timeline\n- Reported: 2024-09-09\n- Fixed: 2026-06-09\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00072", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Ahmed Ali, OSCP\nPeriod: 2024-04-23 to 2021-05-22\n\n## Finding #2: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00073", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Ahmed Patel, OSCP\nPeriod: 2024-08-02 to 2025-01-23\n\n## Finding #3: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00074", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Raj Kim \| Bounty: $9,770\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v2.8.2.\n\n## Timeline\n- Reported: 2021-04-28\n- Fixed: 2025-10-16\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00075", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Priya Rodriguez, OSCP\nPeriod: 2024-10-22 to 2020-03-28\n\n## Finding #6: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00076", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SQL Injection Lab \| Difficulty: Easy \| Points: 485\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{dde499da86bcb1b5131999f5ac738629}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00077", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Elizabeth Davis, OSCP\nPeriod: 2025-02-03 to 2022-03-13\n\n## Finding #12: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00078", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Sarah Brown \| Bounty: $1,999\n\n## Summary\nSSRF in /proxy?url=. Fixed in v2.4.15.\n\n## Timeline\n- Reported: 2022-05-04\n- Fixed: 2021-02-06\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00079", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Maria Lee \| Bounty: $7,185\n\n## Summary\nAuth Bypass in /admin. Fixed in v2.0.3.\n\n## Timeline\n- Reported: 2022-09-03\n- Fixed: 2024-10-26\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00080", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Elizabeth Chen \| Bounty: $6,853\n\n## Summary\nRCE in image processor. Fixed in v2.8.8.\n\n## Timeline\n- Reported: 2024-09-06\n- Fixed: 2025-07-06\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00081", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-374\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.4\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00082", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 315\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{4c5fb797206d6d76da949b7265bafc54}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00083", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-677\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 6.0\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00084", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 113\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{f7b74bdc67a3abc1f768eb8c5e8a1ca5}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00085", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Raj Lopez, OSCP\nPeriod: 2025-07-25 to 2022-07-04\n\n## Finding #1: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00086", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-622\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 8.6\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00087", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Medium \| Points: 300\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{7ab2f74e1db55c851b710b051ceb8856}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00088", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Privilege Escalation Lab \| Difficulty: Hard \| Points: 194\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{2a6be76034bc9c8531a7f5661572ace9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00089", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-344\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 6.5\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00090", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-244\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.5\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00091", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Auth Bypass Lab \| Difficulty: Medium \| Points: 316\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{2abaf872570502df87a6d710c44827bc}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00092", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Patricia Rodriguez, OSCP\nPeriod: 2026-09-27 to 2022-09-27\n\n## Finding #1: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00093", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Privilege Escalation Lab \| Difficulty: Easy \| Points: 476\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{dc4f75d7fc3c95ba223305485b44dfa1}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00094", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Raj Jones, OSCP\nPeriod: 2025-03-08 to 2021-12-11\n\n## Finding #4: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00095", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Ivan Wright \| Bounty: $4,902\n\n## Summary\nAuth Bypass in /admin. Fixed in v5.6.15.\n\n## Timeline\n- Reported: 2020-11-26\n- Fixed: 2026-02-13\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00096", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-998\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 6.8\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00097", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-102\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 9.2\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00098", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Priya Hill \| Bounty: $6,369\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v2.8.13.\n\n## Timeline\n- Reported: 2021-07-27\n- Fixed: 2021-08-09\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00099", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-660\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 7.8\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00100", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Priya Johnson \| Bounty: $1,252\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v2.7.1.\n\n## Timeline\n- Reported: 2020-03-15\n- Fixed: 2023-01-14\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00101", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: IDOR Lab \| Difficulty: Medium \| Points: 181\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{de151aa0abc61131987051db731c1546}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00102", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 388\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{0a7ba26ad11c96f5241899cbda488b40}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00103", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Patricia Davis \| Bounty: $8,685\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v2.8.1.\n\n## Timeline\n- Reported: 2022-06-05\n- Fixed: 2023-10-14\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00104", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: RCE Lab \| Difficulty: Easy \| Points: 108\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{903ef64bc66a8211ef259caa46f33e19}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00105", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-859\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.2\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00106", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Thomas Jones, OSCP\nPeriod: 2025-01-06 to 2023-06-17\n\n## Finding #9: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00107", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: XXE Lab \| Difficulty: Easy \| Points: 483\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{c4ec0c41b9175795419b380d3762ed8e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00108", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 313\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{e5d91a03806edc41754cb35ffcb8c2e0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00109", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-959\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 8.3\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00110", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-877\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.2\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00111", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Carlos Davis, OSCP\nPeriod: 2023-08-02 to 2021-12-09\n\n## Finding #2: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00112", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 458\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{e7b98a690a24de6d573f2c117515c77d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00113", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 460\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{b0d51358a4f067b37c20df2d5aa94d01}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00114", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Privilege Escalation Lab \| Difficulty: Medium \| Points: 162\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{0729d60a2324e0934680423e8accfc58}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00115", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-614\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 6.5\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00116", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Medium \| Points: 405\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{3ec0f8cff1a4de0f3dc5dd29cbe0bf99}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00117", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Elizabeth Garcia \| Bounty: $8,535\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v2.1.2.\n\n## Timeline\n- Reported: 2021-10-08\n- Fixed: 2020-09-16\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00118", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-306\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.9\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00119", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: RCE Lab \| Difficulty: Easy \| Points: 111\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{2b21851ba955fb6a75b8e95ad6b420b9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00120", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Olga Kim, OSCP\nPeriod: 2026-10-08 to 2025-10-04\n\n## Finding #8: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00121", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-179\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 6.1\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00122", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: RCE Lab \| Difficulty: Easy \| Points: 462\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{ab503b5cb07626e56dc9c37c00415e21}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00123", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-728\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 9.3\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00124", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Jennifer Young \| Bounty: $7,613\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v3.0.4.\n\n## Timeline\n- Reported: 2022-04-07\n- Fixed: 2023-12-18\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00125", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-388\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 6.4\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00126", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Ivan Walker, OSCP\nPeriod: 2026-08-05 to 2020-06-01\n\n## Finding #7: Cross-Site Scripting\nSeverity: Medium \| Location: /comments \| Ref: OWASP A07\n\n### Description\nA cross-site scripting vulnerability was identified in /comments.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement output encoding + CSP.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00127", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-740\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 7.9\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00128", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Michael Garcia, OSCP\nPeriod: 2025-05-03 to 2023-02-10\n\n## Finding #7: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00129", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: David Williams \| Bounty: $11,016\n\n## Summary\nPrivilege Escalation in role API. Fixed in v5.2.12.\n\n## Timeline\n- Reported: 2023-06-06\n- Fixed: 2023-01-09\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00130", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Linda Rodriguez \| Bounty: $9,744\n\n## Summary\nPrivilege Escalation in role API. Fixed in v2.2.4.\n\n## Timeline\n- Reported: 2020-11-12\n- Fixed: 2026-09-14\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00131", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Insecure Deserialization Lab \| Difficulty: Easy \| Points: 298\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{d68d7e71eb8eca91c2ffc26f6fad4ee1}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00132", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: William Rodriguez \| Bounty: $9,014\n\n## Summary\nAuth Bypass in /admin. Fixed in v5.0.20.\n\n## Timeline\n- Reported: 2024-09-26\n- Fixed: 2023-02-14\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00133", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 398\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{cfe9148566790429b0e53bee0d447b1d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00134", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-553\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 8.7\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00135", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-526\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 7.9\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00136", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Easy \| Points: 308\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{bcdd82482de03dd37eb4d8a10592d952}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00137", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: James Patel, OSCP\nPeriod: 2020-03-28 to 2024-04-28\n\n## Finding #4: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00138", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 309\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{8dfa722c39fbb4ed7348990ffd894a75}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00139", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-367\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 8.1\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00140", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Hard \| Points: 491\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{30dc652074e6b9fd5baa7f542a847bb8}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00141", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-191\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 6.1\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00142", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-907\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 9.3\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00143", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-401\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 7.2\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00144", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Raj Hall \| Bounty: $10,007\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v2.7.7.\n\n## Timeline\n- Reported: 2024-02-28\n- Fixed: 2025-07-17\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00145", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: John Jones \| Bounty: $3,781\n\n## Summary\nXXE in XML upload handler. Fixed in v4.6.19.\n\n## Timeline\n- Reported: 2023-03-11\n- Fixed: 2026-12-06\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00146", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Raj Garcia \| Bounty: $5,634\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v2.0.15.\n\n## Timeline\n- Reported: 2022-04-25\n- Fixed: 2026-03-19\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00147", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: John Young \| Bounty: $7,605\n\n## Summary\nSSRF in /proxy?url=. Fixed in v5.6.14.\n\n## Timeline\n- Reported: 2023-07-01\n- Fixed: 2020-09-07\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00148", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Andrew Lee, OSCP\nPeriod: 2021-01-22 to 2020-11-24\n\n## Finding #4: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00149", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-232\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 5.5\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00150", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-166\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 9.0\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00151", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-845\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 7.5\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00152", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-803\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 9.8\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00153", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Andrew Miller \| Bounty: $3,201\n\n## Summary\nRCE in image processor. Fixed in v5.0.8.\n\n## Timeline\n- Reported: 2021-12-05\n- Fixed: 2021-12-01\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00154", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 464\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{a0e480faa0b66872ba4aa492d1b11133}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00155", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: XXE Lab \| Difficulty: Hard \| Points: 309\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{4073e50aeda218b143f471204c5b1c0d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00156", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-548\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 9.6\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00157", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: William Garcia, OSCP\nPeriod: 2020-07-13 to 2023-05-27\n\n## Finding #7: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00158", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Sophia Garcia \| Bounty: $2,352\n\n## Summary\nPrivilege Escalation in role API. Fixed in v3.0.6.\n\n## Timeline\n- Reported: 2020-07-19\n- Fixed: 2023-10-22\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00159", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Privilege Escalation Lab \| Difficulty: Medium \| Points: 498\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{50adf2e16045bac99fa58b1a35a6d8f0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00160", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Jennifer Williams \| Bounty: $12,811\n\n## Summary\nSSRF in /proxy?url=. Fixed in v5.5.8.\n\n## Timeline\n- Reported: 2022-05-02\n- Fixed: 2024-04-18\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00161", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Robert Ali \| Bounty: $7,777\n\n## Summary\nAuth Bypass in /admin. Fixed in v5.1.16.\n\n## Timeline\n- Reported: 2023-06-04\n- Fixed: 2023-12-21\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00162", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Fatima Johnson, OSCP\nPeriod: 2024-09-01 to 2026-02-26\n\n## Finding #10: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00163", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-675\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 6.0\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00164", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-945\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.3\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00165", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Maria Young \| Bounty: $10,329\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v5.5.15.\n\n## Timeline\n- Reported: 2020-02-25\n- Fixed: 2025-04-01\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00166", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-919\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 6.4\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00167", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-208\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 5.2\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00168", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Thomas Scott \| Bounty: $12,322\n\n## Summary\nSSRF in /proxy?url=. Fixed in v5.1.9.\n\n## Timeline\n- Reported: 2024-04-07\n- Fixed: 2020-07-07\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00169", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Privilege Escalation Lab \| Difficulty: Medium \| Points: 155\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{c0aa1e798f0b869eceb2d1a95e69b365}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00170", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: John Chen \| Bounty: $10,371\n\n## Summary\nXXE in XML upload handler. Fixed in v4.8.11.\n\n## Timeline\n- Reported: 2025-12-18\n- Fixed: 2025-04-07\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00171", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-453\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 9.4\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00172", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 455\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{abc89fbae8e6016004cfa20c38579a83}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00173", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Carlos Hill \| Bounty: $5,212\n\n## Summary\nPath Traversal in /download?file=. Fixed in v2.6.13.\n\n## Timeline\n- Reported: 2023-11-11\n- Fixed: 2024-01-01\n\nFix: canonicalization.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00174", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: XXE Lab \| Difficulty: Medium \| Points: 215\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{ebac89cf42a2286682945b2250e9a795}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00175", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: RCE Lab \| Difficulty: Hard \| Points: 134\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{c2865ea54f978ca153ae30e6c14b08c8}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00176", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Mary Martinez \| Bounty: $11,174\n\n## Summary\nPath Traversal in /download?file=. Fixed in v3.5.17.\n\n## Timeline\n- Reported: 2020-02-06\n- Fixed: 2026-09-18\n\nFix: canonicalization.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00177", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Priya Wright, OSCP\nPeriod: 2026-04-28 to 2025-07-27\n\n## Finding #2: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00178", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Robert Scott \| Bounty: $11,740\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v3.0.15.\n\n## Timeline\n- Reported: 2025-06-02\n- Fixed: 2020-02-02\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00179", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-172\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.8\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00180", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-497\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 7.2\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00181", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: James Patel \| Bounty: $11,531\n\n## Summary\nAuth Bypass in /admin. Fixed in v2.8.1.\n\n## Timeline\n- Reported: 2025-12-20\n- Fixed: 2020-12-19\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00182", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Carlos Brown, OSCP\nPeriod: 2022-11-10 to 2024-02-10\n\n## Finding #8: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00183", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: James Singh \| Bounty: $3,061\n\n## Summary\nAuth Bypass in /admin. Fixed in v3.2.13.\n\n## Timeline\n- Reported: 2026-09-10\n- Fixed: 2025-03-10\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00184", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Maria Jones, OSCP\nPeriod: 2020-01-01 to 2024-10-13\n\n## Finding #9: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00185", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Michael Scott, OSCP\nPeriod: 2025-12-12 to 2021-07-21\n\n## Finding #9: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00186", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Easy \| Points: 415\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{d32cddef78411b752a19e57949955603}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00187", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Sarah Jones \| Bounty: $11,634\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.7.15.\n\n## Timeline\n- Reported: 2023-06-25\n- Fixed: 2022-08-18\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00188", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Cross-Site Scripting Lab \| Difficulty: Hard \| Points: 141\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{dd284e11080969e88f7c53cb47868adc}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00189", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Insecure Deserialization Lab \| Difficulty: Easy \| Points: 328\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{299d2bf0c343a8c6ee0a1fa4b99669e1}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00190", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Carlos Patel \| Bounty: $6,281\n\n## Summary\nXXE in XML upload handler. Fixed in v4.7.16.\n\n## Timeline\n- Reported: 2024-01-17\n- Fixed: 2021-08-06\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00191", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Raj Rodriguez, OSCP\nPeriod: 2021-03-06 to 2021-06-20\n\n## Finding #12: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00192", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 468\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{1a79a632928e22e86faebdf39773629c}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00193", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-841\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 8.3\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00194", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Ahmed Patel, OSCP\nPeriod: 2021-02-01 to 2021-09-28\n\n## Finding #9: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00195", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 190\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{790c81729deca85083cc69bcb1273d4e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00196", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-105\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 8.4\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00197", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: James Patel, OSCP\nPeriod: 2025-04-23 to 2026-06-14\n\n## Finding #6: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00198", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Hard \| Points: 399\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{4d654ac6c758445bbdab7b23658bb2f0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00199", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Hard \| Points: 322\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{1459be6a4f0c270de83c8b9a5af146a6}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00200", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Thomas Williams, OSCP\nPeriod: 2020-09-10 to 2025-09-19\n\n## Finding #6: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00201", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-720\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 9.6\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00202", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: James Rodriguez \| Bounty: $3,367\n\n## Summary\nPrivilege Escalation in role API. Fixed in v5.8.4.\n\n## Timeline\n- Reported: 2024-02-17\n- Fixed: 2022-06-04\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00203", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-932\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 8.8\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00204", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Ivan Singh \| Bounty: $13,115\n\n## Summary\nXXE in XML upload handler. Fixed in v3.5.15.\n\n## Timeline\n- Reported: 2025-08-19\n- Fixed: 2026-01-16\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00205", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-491\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 8.0\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00206", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: IDOR Lab \| Difficulty: Medium \| Points: 280\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{80d31ad1e75e4fae73bd333921eaa9c8}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00207", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Olga Kim \| Bounty: $8,566\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v4.7.6.\n\n## Timeline\n- Reported: 2026-09-09\n- Fixed: 2023-04-25\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00208", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Insecure Deserialization Lab \| Difficulty: Hard \| Points: 316\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{7886a2fb7b0395948379573b5d422931}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00209", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: XXE Lab \| Difficulty: Medium \| Points: 295\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{3cb7062ea8574d01234d1b458c565a99}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00210", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Medium \| Points: 266\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{a7be64a22c5a9d123544a47d59f620ba}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00211", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 152\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{1e70c8f191e63b728205ed7de82f897b}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00212", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Raj Wright \| Bounty: $9,245\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v4.5.16.\n\n## Timeline\n- Reported: 2024-04-26\n- Fixed: 2020-08-10\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00213", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: John Martinez \| Bounty: $672\n\n## Summary\nRCE in image processor. Fixed in v2.8.5.\n\n## Timeline\n- Reported: 2022-05-16\n- Fixed: 2024-01-23\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00214", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: James Chen \| Bounty: $13,573\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.9.8.\n\n## Timeline\n- Reported: 2026-01-18\n- Fixed: 2022-04-14\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00215", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Linda Garcia \| Bounty: $12,213\n\n## Summary\nPath Traversal in /download?file=. Fixed in v5.6.8.\n\n## Timeline\n- Reported: 2022-02-14\n- Fixed: 2025-04-17\n\nFix: canonicalization.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00216", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-764\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 8.6\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00217", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Robert Garcia \| Bounty: $2,738\n\n## Summary\nXXE in XML upload handler. Fixed in v4.1.15.\n\n## Timeline\n- Reported: 2024-08-09\n- Fixed: 2025-10-16\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00218", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-255\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 5.2\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00219", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Patricia Martinez, OSCP\nPeriod: 2022-03-23 to 2023-12-01\n\n## Finding #4: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00220", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 211\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{54cf7c5df0c173ddd1c3c7b07c8f7a45}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00221", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Yuki Wright, OSCP\nPeriod: 2022-04-12 to 2020-11-07\n\n## Finding #2: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00222", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: James Garcia \| Bounty: $13,515\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.9.4.\n\n## Timeline\n- Reported: 2023-04-01\n- Fixed: 2020-10-26\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00223", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Privilege Escalation Lab \| Difficulty: Easy \| Points: 227\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{219efa0abc23fccc73b52e774b325b4d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00224", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 179\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{7d87c8be95951fd3ac24651a0f20130a}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00225", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Olga Hill \| Bounty: $10,171\n\n## Summary\nAuth Bypass in /admin. Fixed in v4.0.12.\n\n## Timeline\n- Reported: 2021-10-23\n- Fixed: 2020-01-07\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00226", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Sophia Wright, OSCP\nPeriod: 2020-06-18 to 2025-07-27\n\n## Finding #6: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00227", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-141\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.5\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00228", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Carlos Brown, OSCP\nPeriod: 2020-12-08 to 2024-07-07\n\n## Finding #4: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00229", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 191\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{88bc9ab61c88a89ee8fd6ad53868b57f}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00230", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Olga Smith, OSCP\nPeriod: 2024-03-10 to 2020-05-08\n\n## Finding #4: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00231", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: David Walker, OSCP\nPeriod: 2024-09-19 to 2024-03-04\n\n## Finding #1: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00232", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-241\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 6.3\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00233", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 253\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{16ebbc2db9e94b910c5d6dd3a90c6408}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00234", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-814\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 6.1\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00235", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Andrew Young \| Bounty: $9,924\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v2.3.14.\n\n## Timeline\n- Reported: 2022-07-05\n- Fixed: 2021-06-03\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00236", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Ahmed Rodriguez, OSCP\nPeriod: 2020-07-17 to 2023-12-05\n\n## Finding #3: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00237", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Privilege Escalation Lab \| Difficulty: Medium \| Points: 433\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{98f8346a916535ac25dc97e3a2b1b392}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00238", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Thomas Brown, OSCP\nPeriod: 2022-08-16 to 2020-06-07\n\n## Finding #12: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00239", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 367\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{c89fba6e8403b47f1aae514e6f8be791}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00240", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Thomas Smith \| Bounty: $1,151\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v3.8.10.\n\n## Timeline\n- Reported: 2022-08-13\n- Fixed: 2025-03-01\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00241", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-740\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 6.5\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00242", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-740\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 6.2\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00243", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: David Davis, OSCP\nPeriod: 2021-06-13 to 2025-03-03\n\n## Finding #12: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00244", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 393\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{2fe58328cd4b82ff2ee58f15ebce667e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00245", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Easy \| Points: 167\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{2c94933a5b789b5d7230c046bfc1efd7}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00246", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Fatima Patel \| Bounty: $13,217\n\n## Summary\nRCE in image processor. Fixed in v2.9.13.\n\n## Timeline\n- Reported: 2025-06-13\n- Fixed: 2024-12-19\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00247", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Patricia Ali, OSCP\nPeriod: 2023-01-08 to 2024-09-13\n\n## Finding #12: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00248", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Andrew Wright \| Bounty: $1,307\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v3.4.15.\n\n## Timeline\n- Reported: 2023-05-25\n- Fixed: 2026-05-15\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00249", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Olga Johnson \| Bounty: $11,804\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.7.15.\n\n## Timeline\n- Reported: 2020-12-17\n- Fixed: 2020-03-25\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00250", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 265\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{729b374becb117586c8f66ce9a2d2b64}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00251", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-285\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.6\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00252", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 491\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{47d80e3976193898d02a0dad4e062a9b}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00253", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Insecure Deserialization Lab \| Difficulty: Hard \| Points: 396\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{50c5edcd171d563309f81b9cb6d499e9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00254", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Sophia Garcia \| Bounty: $14,977\n\n## Summary\nPrivilege Escalation in role API. Fixed in v3.4.7.\n\n## Timeline\n- Reported: 2020-02-01\n- Fixed: 2023-11-26\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00255", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 311\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{05c3ab4148c1569fd3de770227de7de0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00256", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-842\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 8.3\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00257", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Ivan Lopez, OSCP\nPeriod: 2022-06-03 to 2021-05-27\n\n## Finding #1: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00258", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Maria Garcia \| Bounty: $9,854\n\n## Summary\nRCE in image processor. Fixed in v5.2.20.\n\n## Timeline\n- Reported: 2020-05-23\n- Fixed: 2026-06-23\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00259", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-188\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 7.4\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00260", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-949\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 9.6\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00261", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-214\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 6.8\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00262", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 359\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{0783eb8c2ddfa2b7b80ea91708a494e5}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00263", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-645\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 6.5\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00264", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: John Garcia, OSCP\nPeriod: 2022-02-01 to 2024-09-17\n\n## Finding #2: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00265", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-426\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 6.3\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00266", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Easy \| Points: 259\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{95727a106299db94dba8fc72de77ab73}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00267", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: IDOR Lab \| Difficulty: Medium \| Points: 286\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{6bace707572c921dc5ac86698f65d9c6}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00268", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: RCE Lab \| Difficulty: Hard \| Points: 442\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{1e97978d2f11dc67a1deea0228693a59}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00269", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Sarah Williams \| Bounty: $10,047\n\n## Summary\nXXE in XML upload handler. Fixed in v2.9.17.\n\n## Timeline\n- Reported: 2023-03-28\n- Fixed: 2022-01-12\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00270", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Thomas Walker, OSCP\nPeriod: 2026-06-04 to 2026-05-28\n\n## Finding #1: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00271", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Ivan Patel \| Bounty: $10,743\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.6.13.\n\n## Timeline\n- Reported: 2023-07-18\n- Fixed: 2021-11-06\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00272", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Privilege Escalation Lab \| Difficulty: Hard \| Points: 296\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{d564d20a2eaf22cdebe976d63607bb4e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00273", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-138\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 7.7\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00274", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Yuki Hill, OSCP\nPeriod: 2020-03-24 to 2025-09-28\n\n## Finding #5: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00275", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Olga Williams, OSCP\nPeriod: 2021-08-21 to 2025-11-22\n\n## Finding #2: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00276", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-154\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 9.3\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00277", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Wei Lee, OSCP\nPeriod: 2023-10-24 to 2022-07-12\n\n## Finding #5: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00278", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Hard \| Points: 405\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{bb90720fc9418d424d012927c4b7cd51}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00279", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: SSRF Lab \| Difficulty: Medium \| Points: 494\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{6ab29d04d0777fe3a64864c658f185d9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00280", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-373\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 8.9\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00281", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Andrew Lopez \| Bounty: $12,773\n\n## Summary\nXXE in XML upload handler. Fixed in v3.9.7.\n\n## Timeline\n- Reported: 2024-06-22\n- Fixed: 2025-03-11\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00282", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: James Williams, OSCP\nPeriod: 2020-07-04 to 2024-02-22\n\n## Finding #8: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00283", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 228\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{301fadfab1d2ae9feb47eae46ec521c6}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00284", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: David Garcia, OSCP\nPeriod: 2023-02-16 to 2021-10-13\n\n## Finding #3: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00285", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Maria Chen, OSCP\nPeriod: 2021-10-21 to 2020-08-23\n\n## Finding #5: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00286", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Robert Hall, OSCP\nPeriod: 2025-05-25 to 2023-01-16\n\n## Finding #3: Cross-Site Scripting\nSeverity: Medium \| Location: /comments \| Ref: OWASP A07\n\n### Description\nA cross-site scripting vulnerability was identified in /comments.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement output encoding + CSP.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00287", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Ahmed Rodriguez, OSCP\nPeriod: 2021-12-11 to 2023-10-01\n\n## Finding #9: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00288", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Ahmed Scott \| Bounty: $13,294\n\n## Summary\nPrivilege Escalation in role API. Fixed in v2.8.8.\n\n## Timeline\n- Reported: 2020-07-23\n- Fixed: 2026-08-04\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00289", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-798\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 6.5\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00290", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Maria Kim, OSCP\nPeriod: 2020-08-25 to 2026-05-21\n\n## Finding #4: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00291", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Priya Miller, OSCP\nPeriod: 2022-12-13 to 2020-11-23\n\n## Finding #6: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00292", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Wei Scott, OSCP\nPeriod: 2021-03-02 to 2021-01-24\n\n## Finding #10: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00293", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Robert Walker \| Bounty: $11,041\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.7.18.\n\n## Timeline\n- Reported: 2026-08-01\n- Fixed: 2020-06-02\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00294", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Patricia Miller, OSCP\nPeriod: 2026-11-22 to 2024-08-22\n\n## Finding #9: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00295", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Easy \| Points: 476\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{2a7e0b2204c729d17c3c6cfa5f92dcc9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00296", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: David Jones, OSCP\nPeriod: 2026-07-06 to 2025-06-18\n\n## Finding #3: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00297", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Privilege Escalation Lab \| Difficulty: Easy \| Points: 168\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{1d9c07021ae6ccb3a86f9027fac50318}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00298", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-619\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 6.1\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00299", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-298\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 5.5\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00300", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Jennifer Garcia \| Bounty: $11,479\n\n## Summary\nSSRF in /proxy?url=. Fixed in v2.0.12.\n\n## Timeline\n- Reported: 2022-04-14\n- Fixed: 2022-06-20\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00301", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Emily Johnson, OSCP\nPeriod: 2024-03-06 to 2026-01-16\n\n## Finding #9: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00302", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Emily Ali, OSCP\nPeriod: 2024-10-11 to 2023-04-24\n\n## Finding #11: Cross-Site Scripting\nSeverity: Medium \| Location: /comments \| Ref: OWASP A07\n\n### Description\nA cross-site scripting vulnerability was identified in /comments.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement output encoding + CSP.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00303", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 216\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{1bd6377e2e762baf32b02d725e9ca92f}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00304", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Carlos Singh, OSCP\nPeriod: 2026-04-19 to 2023-08-09\n\n## Finding #1: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00305", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Auth Bypass Lab \| Difficulty: Medium \| Points: 322\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{9e9290f07c087cd7380bf24a174bdb07}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00306", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Sophia Nguyen \| Bounty: $10,769\n\n## Summary\nSSRF in /proxy?url=. Fixed in v5.0.3.\n\n## Timeline\n- Reported: 2023-12-11\n- Fixed: 2024-01-10\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00307", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-727\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 7.6\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00308", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: William Scott, OSCP\nPeriod: 2020-09-22 to 2022-01-04\n\n## Finding #7: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00309", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Mary Nguyen \| Bounty: $6,503\n\n## Summary\nRCE in image processor. Fixed in v3.8.3.\n\n## Timeline\n- Reported: 2024-12-25\n- Fixed: 2021-03-11\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00310", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Yuki Scott, OSCP\nPeriod: 2026-10-28 to 2025-04-25\n\n## Finding #12: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00311", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-373\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 7.4\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00312", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-164\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 6.8\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00313", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Carlos Brown \| Bounty: $8,203\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.7.20.\n\n## Timeline\n- Reported: 2022-11-23\n- Fixed: 2026-02-07\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00314", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Ahmed Garcia, OSCP\nPeriod: 2022-02-04 to 2021-05-04\n\n## Finding #12: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00315", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Michael Lee \| Bounty: $10,777\n\n## Summary\nSSRF in /proxy?url=. Fixed in v2.4.14.\n\n## Timeline\n- Reported: 2025-09-05\n- Fixed: 2023-06-14\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00316", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Michael Williams, OSCP\nPeriod: 2020-04-27 to 2024-11-11\n\n## Finding #7: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00317", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-761\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 8.8\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00318", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Elizabeth Hall \| Bounty: $2,661\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.2.9.\n\n## Timeline\n- Reported: 2021-08-12\n- Fixed: 2022-01-05\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00319", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-270\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 8.0\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00320", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-279\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 9.0\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00321", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Easy \| Points: 121\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{f9753baf27f810ecfe2f88a4efcfacbe}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00322", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Yuki Johnson, OSCP\nPeriod: 2021-11-18 to 2020-05-01\n\n## Finding #7: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00323", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 147\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{5938cc31daff67980a6b66054783eb67}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00324", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Fatima Jones \| Bounty: $14,189\n\n## Summary\nSSRF in /proxy?url=. Fixed in v2.2.7.\n\n## Timeline\n- Reported: 2022-08-28\n- Fixed: 2024-06-03\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00325", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: James Chen \| Bounty: $10,966\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v4.6.6.\n\n## Timeline\n- Reported: 2024-08-23\n- Fixed: 2024-03-07\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00326", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Maria Singh \| Bounty: $1,191\n\n## Summary\nSSRF in /proxy?url=. Fixed in v4.9.10.\n\n## Timeline\n- Reported: 2023-09-24\n- Fixed: 2023-04-01\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00327", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 427\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{d7ae67b314f1b99da7b189d205e2246e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00328", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Elizabeth Lee, OSCP\nPeriod: 2025-02-17 to 2021-11-06\n\n## Finding #2: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00329", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 261\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{da4ab19d08575e1233e9d888c171de74}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00330", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: RCE Lab \| Difficulty: Hard \| Points: 367\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{c5b0d3d23221bc1cc01c80141acce3e2}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00331", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: John Scott, OSCP\nPeriod: 2022-10-12 to 2022-03-28\n\n## Finding #9: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00332", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Insecure Deserialization Lab \| Difficulty: Hard \| Points: 134\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{190334e8f138b597f256331f112cb805}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00333", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Wei Young \| Bounty: $12,561\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v4.7.8.\n\n## Timeline\n- Reported: 2024-07-10\n- Fixed: 2026-07-07\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00334", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Sarah Garcia \| Bounty: $709\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v5.1.13.\n\n## Timeline\n- Reported: 2023-09-22\n- Fixed: 2025-02-04\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00335", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Thomas Hall \| Bounty: $2,166\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.1.12.\n\n## Timeline\n- Reported: 2021-06-07\n- Fixed: 2024-07-04\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00336", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Yuki Rodriguez \| Bounty: $13,030\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.6.12.\n\n## Timeline\n- Reported: 2023-11-20\n- Fixed: 2023-08-17\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00337", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: XXE Lab \| Difficulty: Easy \| Points: 162\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{47a2101af6a2911ccc3a745d8f06e656}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00338", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Jennifer Walker, OSCP\nPeriod: 2025-05-23 to 2021-08-14\n\n## Finding #3: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00339", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Andrew Brown \| Bounty: $9,820\n\n## Summary\nXXE in XML upload handler. Fixed in v5.8.18.\n\n## Timeline\n- Reported: 2024-08-16\n- Fixed: 2024-03-17\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00340", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Yuki Hall \| Bounty: $6,689\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v4.4.11.\n\n## Timeline\n- Reported: 2020-01-19\n- Fixed: 2020-03-27\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00341", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-697\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 5.1\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00342", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Fatima Nguyen \| Bounty: $6,355\n\n## Summary\nRCE in image processor. Fixed in v5.5.2.\n\n## Timeline\n- Reported: 2025-04-08\n- Fixed: 2021-11-10\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00343", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Robert Martinez, OSCP\nPeriod: 2020-06-06 to 2020-09-11\n\n## Finding #1: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00344", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Carlos Chen \| Bounty: $4,868\n\n## Summary\nPrivilege Escalation in role API. Fixed in v2.7.19.\n\n## Timeline\n- Reported: 2020-06-13\n- Fixed: 2024-07-11\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00345", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Patricia Hill, OSCP\nPeriod: 2025-04-11 to 2023-09-26\n\n## Finding #11: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00346", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: RCE Lab \| Difficulty: Medium \| Points: 286\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{f3af1d3449c9fb99498651d84a5648a8}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00347", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 209\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{adf4acdeeb0373bcd6dead442a3320c4}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00348", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Raj Johnson \| Bounty: $3,809\n\n## Summary\nPrivilege Escalation in role API. Fixed in v3.4.5.\n\n## Timeline\n- Reported: 2020-05-26\n- Fixed: 2026-05-22\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00349", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Path Traversal Lab \| Difficulty: Easy \| Points: 469\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{70d19de65a1fb21be8dfe4e31c596b36}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00350", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Michael Rodriguez, OSCP\nPeriod: 2023-07-09 to 2026-10-02\n\n## Finding #8: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00351", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-215\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 6.5\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00352", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Linda Rodriguez \| Bounty: $14,908\n\n## Summary\nAuth Bypass in /admin. Fixed in v3.5.16.\n\n## Timeline\n- Reported: 2025-06-27\n- Fixed: 2022-01-21\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00353", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Priya Johnson, OSCP\nPeriod: 2025-11-08 to 2022-09-13\n\n## Finding #5: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00354", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Linda Ali, OSCP\nPeriod: 2023-01-13 to 2022-05-03\n\n## Finding #4: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00355", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Medium \| Points: 423\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{5cac41c7be56e12416b85bca27a03491}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00356", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 310\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{c57b4adc362efe3feaaef3b266415f1b}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00357", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Yuki Brown \| Bounty: $4,177\n\n## Summary\nAuth Bypass in /admin. Fixed in v3.3.9.\n\n## Timeline\n- Reported: 2022-12-16\n- Fixed: 2023-03-14\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00358", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 446\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{32c0f3739a17df63669180e759acbc08}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00359", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-787\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 6.8\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00360", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Jennifer Rodriguez, OSCP\nPeriod: 2021-09-16 to 2022-08-05\n\n## Finding #2: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00361", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: David Brown \| Bounty: $5,632\n\n## Summary\nRCE in image processor. Fixed in v2.2.16.\n\n## Timeline\n- Reported: 2026-05-24\n- Fixed: 2022-07-10\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00362", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-420\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 7.1\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00363", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-603\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 8.7\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00364", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Michael Jones \| Bounty: $1,394\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.2.2.\n\n## Timeline\n- Reported: 2023-05-06\n- Fixed: 2025-08-14\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00365", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Wei Nguyen \| Bounty: $12,116\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v5.7.16.\n\n## Timeline\n- Reported: 2020-12-28\n- Fixed: 2021-02-12\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00366", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Easy \| Points: 186\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{bd9a3f0c2e37154f15e1507b7a4a5097}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00367", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Insecure Deserialization Lab \| Difficulty: Easy \| Points: 429\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{4cb89143c60366af24cbee9515376491}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00368", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-290\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 7.1\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00369", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Carlos Kim, OSCP\nPeriod: 2023-11-08 to 2025-11-23\n\n## Finding #3: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00370", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Wei Chen, OSCP\nPeriod: 2020-08-10 to 2021-03-22\n\n## Finding #5: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00371", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Ivan Johnson \| Bounty: $9,527\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v2.0.17.\n\n## Timeline\n- Reported: 2020-09-14\n- Fixed: 2023-02-15\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00372", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-360\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 7.8\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00373", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Emily Lopez, OSCP\nPeriod: 2023-03-26 to 2021-07-02\n\n## Finding #2: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00374", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-701\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 8.5\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00375", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-992\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 8.9\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00376", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 409\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{4a6060a76abb4d9bfac123db30723dd8}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00377", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-251\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 7.3\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00378", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: John Scott, OSCP\nPeriod: 2025-08-16 to 2023-01-28\n\n## Finding #8: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00379", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Insecure Deserialization Lab \| Difficulty: Medium \| Points: 391\n\n### Approach\n1. Examined session cookies endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited insecure deserialization to capture the flag\n\n### Takeaway\nSigned encrypted tokens prevents this in production.\n\nFlag: `flag{d651d6679bf068beed300984ae19a762}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00380", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Wei Davis \| Bounty: $8,817\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v3.9.11.\n\n## Timeline\n- Reported: 2024-12-22\n- Fixed: 2023-03-10\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00381", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Raj Scott \| Bounty: $6,402\n\n## Summary\nAuth Bypass in /admin. Fixed in v5.2.20.\n\n## Timeline\n- Reported: 2021-05-23\n- Fixed: 2025-02-22\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00382", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Privilege Escalation Lab \| Difficulty: Easy \| Points: 180\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{916f4300e52de0169134550e42b8abe7}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00383", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Sophia Young, OSCP\nPeriod: 2024-02-27 to 2024-01-17\n\n## Finding #2: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00384", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Sarah Garcia, OSCP\nPeriod: 2025-05-23 to 2023-09-16\n\n## Finding #12: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00385", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 271\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{d13fc0d7424b6a3c8c26eef8af7cb815}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00386", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 301\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{caae0aba846a84be048eb738cabec634}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00387", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-842\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.5\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00388", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-195\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.5\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00389", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-263\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 5.1\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00390", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-952\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 8.7\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00391", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Mary Nguyen, OSCP\nPeriod: 2022-11-17 to 2022-02-02\n\n## Finding #11: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00392", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Ivan Scott \| Bounty: $585\n\n## Summary\nCross-Site Scripting in /comments. Fixed in v5.5.8.\n\n## Timeline\n- Reported: 2026-12-19\n- Fixed: 2024-12-21\n\nFix: output encoding + CSP.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00393", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Medium \| Points: 245\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{ad926b183c726616231a68cd9afbfb62}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00394", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 334\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{2bd137bf5f9619025f47c290ee3d715d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00395", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Elizabeth Hall \| Bounty: $7,911\n\n## Summary\nAuth Bypass in /admin. Fixed in v4.6.16.\n\n## Timeline\n- Reported: 2026-12-27\n- Fixed: 2024-03-25\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00396", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Priya Ali \| Bounty: $2,940\n\n## Summary\nSSRF in /proxy?url=. Fixed in v4.1.20.\n\n## Timeline\n- Reported: 2025-10-14\n- Fixed: 2023-04-13\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00397", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Wei Scott, OSCP\nPeriod: 2022-11-03 to 2026-03-23\n\n## Finding #1: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00398", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-760\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Insecure Deserialization\nSeverity: High \| CVSS: 5.6\nLocation: session cookies\n\nDESCRIPTION: Input to session cookies processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: signed encrypted tokens. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00399", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Olga Walker, OSCP\nPeriod: 2024-01-19 to 2024-04-25\n\n## Finding #8: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00400", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Priya Walker, OSCP\nPeriod: 2021-01-09 to 2026-04-08\n\n## Finding #12: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00401", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Sophia Walker \| Bounty: $10,442\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v4.6.19.\n\n## Timeline\n- Reported: 2020-08-28\n- Fixed: 2020-06-14\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00402", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Carlos Kim \| Bounty: $6,758\n\n## Summary\nSSRF in /proxy?url=. Fixed in v4.1.4.\n\n## Timeline\n- Reported: 2020-09-06\n- Fixed: 2022-03-06\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00403", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Elizabeth Chen, OSCP\nPeriod: 2025-03-02 to 2024-06-06\n\n## Finding #1: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00404", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-201\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 6.5\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00405", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-484\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 9.5\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00406", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Linda Young, OSCP\nPeriod: 2024-04-16 to 2024-09-13\n\n## Finding #2: Cross-Site Scripting\nSeverity: Medium \| Location: /comments \| Ref: OWASP A07\n\n### Description\nA cross-site scripting vulnerability was identified in /comments.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement output encoding + CSP.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00407", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Wei Walker, OSCP\nPeriod: 2023-02-16 to 2020-07-21\n\n## Finding #4: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00408", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-700\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 8.2\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00409", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 308\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{7d8c2823ff80df9a20e44afd3d42811b}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00410", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-315\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.9\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00411", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-367\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 9.7\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00412", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-778\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 9.7\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00413", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: RCE Lab \| Difficulty: Hard \| Points: 268\n\n### Approach\n1. Examined image processor endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited rce to capture the flag\n\n### Takeaway\nUpgrade to patched version prevents this in production.\n\nFlag: `flag{0ba07ea6ebc8ca10daa5dd52cb07e730}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00414", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-192\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: XXE\nSeverity: High \| CVSS: 8.9\nLocation: XML upload handler\n\nDESCRIPTION: Input to XML upload handler processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: disable external entities. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00415", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: XXE Lab \| Difficulty: Medium \| Points: 285\n\n### Approach\n1. Examined XML upload handler endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited xxe to capture the flag\n\n### Takeaway\nDisable external entities prevents this in production.\n\nFlag: `flag{07b90fa14823ba929b2edeb4d0fa9ae0}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00416", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Fatima Chen, OSCP\nPeriod: 2022-02-22 to 2024-08-16\n\n## Finding #6: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00417", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Linda Johnson, OSCP\nPeriod: 2022-07-18 to 2023-06-01\n\n## Finding #7: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00418", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-685\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 8.9\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00419", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Linda Miller \| Bounty: $3,194\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v4.4.3.\n\n## Timeline\n- Reported: 2025-11-04\n- Fixed: 2020-08-14\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00420", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-353\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 5.5\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00421", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-941\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: IDOR\nSeverity: High \| CVSS: 6.6\nLocation: /api/docs/{id}\n\nDESCRIPTION: Input to /api/docs/{id} processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: authorization checks. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00422", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Olga Ali, OSCP\nPeriod: 2026-02-21 to 2023-10-04\n\n## Finding #2: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00423", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: William Hill, OSCP\nPeriod: 2020-03-02 to 2026-08-02\n\n## Finding #5: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00424", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Patricia Lopez \| Bounty: $1,414\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v2.4.13.\n\n## Timeline\n- Reported: 2023-02-20\n- Fixed: 2026-07-08\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00425", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Ahmed Ali, OSCP\nPeriod: 2026-07-20 to 2024-02-11\n\n## Finding #11: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00426", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: William Hall \| Bounty: $3,653\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v2.1.1.\n\n## Timeline\n- Reported: 2024-12-03\n- Fixed: 2024-04-19\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00427", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-531\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.3\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00428", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Linda Jones \| Bounty: $13,558\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v2.0.5.\n\n## Timeline\n- Reported: 2022-10-14\n- Fixed: 2024-11-25\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00429", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-654\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 8.7\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00430", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Olga Kim \| Bounty: $5,268\n\n## Summary\nSSRF in /proxy?url=. Fixed in v4.0.17.\n\n## Timeline\n- Reported: 2024-11-22\n- Fixed: 2021-01-08\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00431", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Sarah Miller, OSCP\nPeriod: 2021-11-07 to 2026-02-11\n\n## Finding #4: Path Traversal\nSeverity: Medium \| Location: /download?file= \| Ref: OWASP A01\n\n### Description\nA path traversal vulnerability was identified in /download?file=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement canonicalization.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00432", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Thomas Kim \| Bounty: $14,459\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.9.10.\n\n## Timeline\n- Reported: 2023-06-06\n- Fixed: 2020-08-26\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00433", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: James Wright \| Bounty: $4,154\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v3.7.20.\n\n## Timeline\n- Reported: 2021-04-16\n- Fixed: 2025-06-26\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00434", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 103\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{5101439c0032eb5820de0a6c1e43caff}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00435", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Robert Brown \| Bounty: $2,866\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v3.3.7.\n\n## Timeline\n- Reported: 2024-07-23\n- Fixed: 2022-06-20\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00436", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Auth Bypass Lab \| Difficulty: Hard \| Points: 400\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{38c50cddfe317a18ca87755bb746e903}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00437", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Ahmed Miller \| Bounty: $5,513\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v5.6.19.\n\n## Timeline\n- Reported: 2021-06-09\n- Fixed: 2024-02-05\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00438", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-631\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Cross-Site Scripting\nSeverity: Medium \| CVSS: 6.7\nLocation: /comments\n\nDESCRIPTION: Input to /comments processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: output encoding + CSP. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00439", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Carlos Young, OSCP\nPeriod: 2022-07-15 to 2023-07-14\n\n## Finding #6: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00440", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-491\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.1\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00441", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Privilege Escalation Lab \| Difficulty: Hard \| Points: 138\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{51d8ace1103354da4bffcbe04dc669a7}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00442", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Easy \| Points: 216\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{b33987d51d6f67d02d4b7a536ccb4990}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00443", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: SSRF Lab \| Difficulty: Hard \| Points: 422\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{ce966f1675fa42a2d903e63487505e6f}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00444", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Emily Williams \| Bounty: $6,873\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.2.7.\n\n## Timeline\n- Reported: 2022-07-27\n- Fixed: 2025-11-16\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00445", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-307\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 7.4\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00446", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-107\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 9.8\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00447", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Olga Davis, OSCP\nPeriod: 2024-06-19 to 2023-08-15\n\n## Finding #10: Privilege Escalation\nSeverity: High \| Location: role API \| Ref: OWASP A01\n\n### Description\nA privilege escalation vulnerability was identified in role API.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement RBAC with least privilege.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00448", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Raj Ali, OSCP\nPeriod: 2022-12-27 to 2025-05-13\n\n## Finding #10: SQL Injection\nSeverity: High \| Location: /api/users?id= \| Ref: OWASP A03\n\n### Description\nA sql injection vulnerability was identified in /api/users?id=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement parameterized queries.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00449", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Jennifer Young \| Bounty: $12,513\n\n## Summary\nSSRF in /proxy?url=. Fixed in v5.7.13.\n\n## Timeline\n- Reported: 2025-03-23\n- Fixed: 2024-02-13\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00450", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 421\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{8a1bee6c15c8c62300aa756304b2a771}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00451", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Yuki Rodriguez \| Bounty: $14,288\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v3.2.1.\n\n## Timeline\n- Reported: 2024-02-06\n- Fixed: 2022-02-18\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00452", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Auth Bypass Lab \| Difficulty: Hard \| Points: 490\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{0472be870a8aa1b790633e3000da1f1d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00453", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Medium \| Points: 362\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{158338f135265671da51349f18fd2f9f}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00454", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 425\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{cbfa10e78b8b00c136312736a3bf7e25}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00455", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Elizabeth Smith \| Bounty: $4,252\n\n## Summary\nSQL Injection in /api/users?id=. Fixed in v4.5.8.\n\n## Timeline\n- Reported: 2021-09-02\n- Fixed: 2025-04-26\n\nFix: parameterized queries.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00456", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: William Garcia \| Bounty: $7,747\n\n## Summary\nIDOR in /api/docs/{id}. Fixed in v2.1.16.\n\n## Timeline\n- Reported: 2020-04-02\n- Fixed: 2025-03-07\n\nFix: authorization checks.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00457", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Ivan Walker, OSCP\nPeriod: 2026-04-08 to 2024-02-14\n\n## Finding #12: SSRF\nSeverity: Critical \| Location: /proxy?url= \| Ref: OWASP A10\n\n### Description\nA ssrf vulnerability was identified in /proxy?url=.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement allowlist outbound requests.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00458", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-838\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 5.9\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00459", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Auth Bypass Lab \| Difficulty: Easy \| Points: 255\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{47a4c1f6278bcdc06dce92b477691272}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00460", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Carlos Scott, OSCP\nPeriod: 2025-06-16 to 2023-07-13\n\n## Finding #12: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00461", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Elizabeth Wright \| Bounty: $10,138\n\n## Summary\nRCE in image processor. Fixed in v2.6.2.\n\n## Timeline\n- Reported: 2020-07-19\n- Fixed: 2021-04-25\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00462", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-456\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Auth Bypass\nSeverity: Critical \| CVSS: 7.4\nLocation: /admin\n\nDESCRIPTION: Input to /admin processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: implement MFA. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00463", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-159\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Privilege Escalation\nSeverity: High \| CVSS: 8.1\nLocation: role API\n\nDESCRIPTION: Input to role API processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: RBAC with least privilege. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00464", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: Auth Bypass Lab \| Difficulty: Medium \| Points: 117\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{e5b0a29f239a211b6bf1ee26b88e9bce}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00465", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Ivan Nguyen, OSCP\nPeriod: 2026-03-09 to 2025-04-24\n\n## Finding #7: Cross-Site Scripting\nSeverity: Medium \| Location: /comments \| Ref: OWASP A07\n\n### Description\nA cross-site scripting vulnerability was identified in /comments.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement output encoding + CSP.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00466", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Yuki Smith, OSCP\nPeriod: 2020-02-25 to 2025-07-17\n\n## Finding #7: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00467", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Jennifer Nguyen \| Bounty: $3,553\n\n## Summary\nXXE in XML upload handler. Fixed in v3.3.16.\n\n## Timeline\n- Reported: 2021-09-04\n- Fixed: 2023-10-27\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00468", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: IDOR Lab \| Difficulty: Easy \| Points: 483\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{2c4e6a9d2464597a10c09f1809fce756}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00469", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-936\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: RCE\nSeverity: Critical \| CVSS: 6.2\nLocation: image processor\n\nDESCRIPTION: Input to image processor processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: upgrade to patched version. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00470", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: DataVault\nResearcher: Olga Johnson \| Bounty: $6,333\n\n## Summary\nRCE in image processor. Fixed in v4.1.1.\n\n## Timeline\n- Reported: 2023-12-13\n- Fixed: 2025-03-01\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00471", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: David Hill, OSCP\nPeriod: 2026-04-12 to 2023-10-22\n\n## Finding #11: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00472", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Michael Smith \| Bounty: $10,954\n\n## Summary\nPrivilege Escalation in role API. Fixed in v4.0.12.\n\n## Timeline\n- Reported: 2026-01-26\n- Fixed: 2025-06-22\n\nFix: RBAC with least privilege.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00473", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: Privilege Escalation Lab \| Difficulty: Medium \| Points: 304\n\n### Approach\n1. Examined role API endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited privilege escalation to capture the flag\n\n### Takeaway\nRbac with least privilege prevents this in production.\n\nFlag: `flag{bc5ff7ab169bdecb071dff7ef7832fb1}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Privilege Escalation vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00474", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: SQL Injection Lab \| Difficulty: Medium \| Points: 492\n\n### Approach\n1. Examined /api/users?id= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited sql injection to capture the flag\n\n### Takeaway\nParameterized queries prevents this in production.\n\nFlag: `flag{4bafaaea7c539e15ebbacf63441593f9}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00475", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-690\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 8.5\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00476", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Maria Miller, OSCP\nPeriod: 2026-07-14 to 2022-06-26\n\n## Finding #11: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00477", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: HackTheBox\nChallenge: SSRF Lab \| Difficulty: Medium \| Points: 104\n\n### Approach\n1. Examined /proxy?url= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited ssrf to capture the flag\n\n### Takeaway\nAllowlist outbound requests prevents this in production.\n\nFlag: `flag{872fd7792acb94f1fb7d7b6f5d3bcb0d}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00478", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Ahmed Martinez \| Bounty: $13,853\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.0.18.\n\n## Timeline\n- Reported: 2023-06-14\n- Fixed: 2025-08-12\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00479", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Carlos Scott \| Bounty: $5,137\n\n## Summary\nAuth Bypass in /admin. Fixed in v4.3.18.\n\n## Timeline\n- Reported: 2023-02-05\n- Fixed: 2022-10-28\n\nFix: implement MFA.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00480", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2025-770\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 5.8\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00481", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: Yuki Martinez \| Bounty: $2,872\n\n## Summary\nSSRF in /proxy?url=. Fixed in v3.3.7.\n\n## Timeline\n- Reported: 2025-11-01\n- Fixed: 2022-12-28\n\nFix: allowlist outbound requests.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00482", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Sophia Jones, OSCP\nPeriod: 2023-07-22 to 2026-03-02\n\n## Finding #2: Insecure Deserialization\nSeverity: High \| Location: session cookies \| Ref: OWASP A08\n\n### Description\nA insecure deserialization vulnerability was identified in session cookies.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement signed encrypted tokens.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00483", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Mary Brown \| Bounty: $8,944\n\n## Summary\nRCE in image processor. Fixed in v4.9.14.\n\n## Timeline\n- Reported: 2021-11-24\n- Fixed: 2023-04-02\n\nFix: upgrade to patched version.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00484", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Cross-Site Scripting Lab \| Difficulty: Medium \| Points: 254\n\n### Approach\n1. Examined /comments endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited cross-site scripting to capture the flag\n\n### Takeaway\nOutput encoding + csp prevents this in production.\n\nFlag: `flag{bfa6bcacda4a5117a80994bc27a6911e}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Cross-Site Scripting vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00485", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Path Traversal Lab \| Difficulty: Hard \| Points: 110\n\n### Approach\n1. Examined /download?file= endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited path traversal to capture the flag\n\n### Takeaway\nCanonicalization prevents this in production.\n\nFlag: `flag{6dc81d8dac3a1db07509a14c114f2fa3}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00486", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2026-646\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SQL Injection\nSeverity: High \| CVSS: 7.1\nLocation: /api/users?id=\n\nDESCRIPTION: Input to /api/users?id= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: parameterized queries. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SQL Injection vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00487", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: WebShield\nResearcher: William Lee \| Bounty: $6,269\n\n## Summary\nInsecure Deserialization in session cookies. Fixed in v3.1.2.\n\n## Timeline\n- Reported: 2021-01-07\n- Fixed: 2021-05-28\n\nFix: signed encrypted tokens.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Insecure Deserialization vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00488", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: PicoCTF\nChallenge: IDOR Lab \| Difficulty: Hard \| Points: 210\n\n### Approach\n1. Examined /api/docs/{id} endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited idor to capture the flag\n\n### Takeaway\nAuthorization checks prevents this in production.\n\nFlag: `flag{94b684a27faf23a4aab9a82d5c6f348a}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00489", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Raj Williams, OSCP\nPeriod: 2022-06-25 to 2022-03-28\n\n## Finding #4: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00490", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: Acme Corp\nTester: Ahmed Davis, OSCP\nPeriod: 2023-02-26 to 2020-03-17\n\n## Finding #12: XXE\nSeverity: High \| Location: XML upload handler \| Ref: OWASP A05\n\n### Description\nA xxe vulnerability was identified in XML upload handler.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement disable external entities.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00491", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Carlos Nguyen \| Bounty: $11,976\n\n## Summary\nXXE in XML upload handler. Fixed in v4.8.9.\n\n## Timeline\n- Reported: 2024-02-02\n- Fixed: 2021-06-25\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00492", "source": "hard_negatives", "source_license": "generated", "text": "## CTF Writeup: TryHackMe\nChallenge: Auth Bypass Lab \| Difficulty: Hard \| Points: 447\n\n### Approach\n1. Examined /admin endpoint behavior\n2. Noticed input reflection without sanitization\n3. Exploited auth bypass to capture the flag\n\n### Takeaway\nImplement mfa prevents this in production.\n\nFlag: `flag{f89d7208226b0bfb39b2fc846fed4df6}`\n\nEducational CTF \u2014 controlled lab environment.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00493", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Robert Williams, OSCP\nPeriod: 2025-04-03 to 2021-10-02\n\n## Finding #2: RCE\nSeverity: Critical \| Location: image processor \| Ref: CVE-2024-1234\n\n### Description\nA rce vulnerability was identified in image processor.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement upgrade to patched version.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing RCE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00494", "source": "hard_negatives", "source_license": "generated", "text": "# Vulnerability Disclosure\nProduct: CloudSync\nResearcher: Fatima Lopez \| Bounty: $8,834\n\n## Summary\nXXE in XML upload handler. Fixed in v3.7.16.\n\n## Timeline\n- Reported: 2024-11-22\n- Fixed: 2024-12-04\n\nFix: disable external entities.\nDetails withheld per 90-day disclosure policy.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing XXE vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00495", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Michael Scott, OSCP\nPeriod: 2020-12-14 to 2025-09-24\n\n## Finding #6: Auth Bypass\nSeverity: Critical \| Location: /admin \| Ref: OWASP A07\n\n### Description\nA auth bypass vulnerability was identified in /admin.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement implement MFA.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Auth Bypass vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00496", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: GlobalBank\nTester: Wei Garcia, OSCP\nPeriod: 2025-09-08 to 2021-02-12\n\n## Finding #3: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00497", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-532\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: Path Traversal\nSeverity: Medium \| CVSS: 7.4\nLocation: /download?file=\n\nDESCRIPTION: Input to /download?file= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: canonicalization. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing Path Traversal vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00498", "source": "hard_negatives", "source_license": "generated", "text": "SECURITY AUDIT \u2014 SA-2024-446\n\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\u2500\nFINDING: SSRF\nSeverity: Critical \| CVSS: 9.4\nLocation: /proxy?url=\n\nDESCRIPTION: Input to /proxy?url= processed without validation.\nBUSINESS RISK: Unauthorized data access.\nREMEDIATION: allowlist outbound requests. Fix within 30 days.\n\nNo working exploit code included.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing SSRF vulnerability for remediation. Does not contain actual exploit code."}]}
	{"id": "hard_safe_pentest_reports_00499", "source": "hard_negatives", "source_license": "generated", "text": "# Penetration Test Report\nClient: TechStart\nTester: Elizabeth Singh, OSCP\nPeriod: 2022-05-07 to 2020-12-21\n\n## Finding #10: IDOR\nSeverity: High \| Location: /api/docs/{id} \| Ref: OWASP A01\n\n### Description\nA idor vulnerability was identified in /api/docs/{id}.\n\n### Impact\nAttacker could access unauthorized data or escalate privileges.\n\n### Remediation\nImplement authorization checks.\n\nNo exploit code included in this report.", "findings": [{"category": "safe", "subcategory": "safe.documentation", "severity": "info", "explanation": "Security report describing IDOR vulnerability for remediation. Does not contain actual exploit code."}]}