Commit Β·
200e3d7
1
Parent(s): dda1f70
Gradio vulnerability scanner
Browse files- app.py +314 -0
- requirements.txt +2 -5
app.py
ADDED
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| 1 |
+
import gradio as gr
|
| 2 |
+
import re
|
| 3 |
+
import os
|
| 4 |
+
import requests
|
| 5 |
+
import base64
|
| 6 |
+
from groq import Groq
|
| 7 |
+
|
| 8 |
+
def parse_github_url(url):
|
| 9 |
+
"""Parse GitHub URL to extract owner, repo, and file path"""
|
| 10 |
+
url = url.strip().rstrip('/')
|
| 11 |
+
# File URL
|
| 12 |
+
m = re.match(r"https://github\.com/([^/]+)/([^/]+)/blob/[^/]+/(.+)", url)
|
| 13 |
+
if m:
|
| 14 |
+
return m.group(1), m.group(2), m.group(3), False
|
| 15 |
+
# Repo URL
|
| 16 |
+
m = re.match(r"https://github\.com/([^/]+)/([^/]+)/?$", url)
|
| 17 |
+
if m:
|
| 18 |
+
return m.group(1), m.group(2), None, True
|
| 19 |
+
return None, None, None, False
|
| 20 |
+
|
| 21 |
+
def get_file_content(owner, repo, path):
|
| 22 |
+
"""Fetch file content from GitHub"""
|
| 23 |
+
token = os.getenv("GITHUB_TOKEN", "")
|
| 24 |
+
headers = {"Authorization": f"token {token}"} if token else {}
|
| 25 |
+
url = f"https://api.github.com/repos/{owner}/{repo}/contents/{path}"
|
| 26 |
+
|
| 27 |
+
try:
|
| 28 |
+
r = requests.get(url, headers=headers, timeout=15)
|
| 29 |
+
if r.status_code != 200:
|
| 30 |
+
return None, f"GitHub API error: {r.status_code}"
|
| 31 |
+
|
| 32 |
+
data = r.json()
|
| 33 |
+
content = base64.b64decode(data["content"]).decode("utf-8", errors="replace")
|
| 34 |
+
return content, None
|
| 35 |
+
except Exception as e:
|
| 36 |
+
return None, f"Error fetching file: {str(e)}"
|
| 37 |
+
|
| 38 |
+
def get_repo_files(owner, repo, path="", max_files=15):
|
| 39 |
+
"""Get list of code files from repository"""
|
| 40 |
+
token = os.getenv("GITHUB_TOKEN", "")
|
| 41 |
+
headers = {"Authorization": f"token {token}"} if token else {}
|
| 42 |
+
url = f"https://api.github.com/repos/{owner}/{repo}/contents/{path}"
|
| 43 |
+
|
| 44 |
+
try:
|
| 45 |
+
r = requests.get(url, headers=headers, timeout=15)
|
| 46 |
+
if r.status_code != 200:
|
| 47 |
+
return []
|
| 48 |
+
|
| 49 |
+
items = r.json()
|
| 50 |
+
files = []
|
| 51 |
+
|
| 52 |
+
for item in items:
|
| 53 |
+
if len(files) >= max_files:
|
| 54 |
+
break
|
| 55 |
+
|
| 56 |
+
if item['type'] == 'file':
|
| 57 |
+
ext = item['name'].split('.')[-1].lower()
|
| 58 |
+
if ext in ['py', 'js', 'jsx', 'ts', 'tsx', 'java', 'cpp', 'c', 'php', 'rb', 'go', 'rs', 'sql', 'sh']:
|
| 59 |
+
files.append(item['path'])
|
| 60 |
+
elif item['type'] == 'dir' and item['name'] not in ['.git', 'node_modules', '__pycache__', 'dist', 'build']:
|
| 61 |
+
files.extend(get_repo_files(owner, repo, item['path'], max_files - len(files)))
|
| 62 |
+
|
| 63 |
+
return files
|
| 64 |
+
except:
|
| 65 |
+
return []
|
| 66 |
+
|
| 67 |
+
def scan_file(owner, repo, file_path, progress=gr.Progress()):
|
| 68 |
+
"""Scan a single file for vulnerabilities"""
|
| 69 |
+
progress(0.2, desc="Fetching file content...")
|
| 70 |
+
code, err = get_file_content(owner, repo, file_path)
|
| 71 |
+
if err:
|
| 72 |
+
return f"β Error: {err}"
|
| 73 |
+
|
| 74 |
+
if len(code) > 6000:
|
| 75 |
+
code = code[:6000] + "\n... [truncated]"
|
| 76 |
+
|
| 77 |
+
progress(0.5, desc="Analyzing with AI...")
|
| 78 |
+
|
| 79 |
+
groq_key = os.getenv("GROQ_API_KEY", "")
|
| 80 |
+
if not groq_key:
|
| 81 |
+
return "β Error: GROQ_API_KEY not configured"
|
| 82 |
+
|
| 83 |
+
client = Groq(api_key=groq_key)
|
| 84 |
+
|
| 85 |
+
prompt = f"""You are a cybersecurity expert. Analyze this code for security vulnerabilities.
|
| 86 |
+
|
| 87 |
+
File: {file_path}
|
| 88 |
+
Repository: {owner}/{repo}
|
| 89 |
+
|
| 90 |
+
```
|
| 91 |
+
{code}
|
| 92 |
+
```
|
| 93 |
+
|
| 94 |
+
Provide a detailed security analysis in this exact markdown format:
|
| 95 |
+
|
| 96 |
+
# π‘οΈ Security Analysis Report
|
| 97 |
+
|
| 98 |
+
## π File Overview
|
| 99 |
+
- Repository: {owner}/{repo}
|
| 100 |
+
- File: {file_path}
|
| 101 |
+
- Language: [detected language]
|
| 102 |
+
- Lines analyzed: [count]
|
| 103 |
+
|
| 104 |
+
## π¨ Vulnerabilities Found
|
| 105 |
+
|
| 106 |
+
[For each vulnerability found:]
|
| 107 |
+
### [Vulnerability Name] β [CRITICAL/HIGH/MEDIUM/LOW]
|
| 108 |
+
- **Line**: [line number or range]
|
| 109 |
+
- **Code**: `[vulnerable snippet]`
|
| 110 |
+
- **Issue**: [clear explanation]
|
| 111 |
+
- **CVE Reference**: [relevant CVE ID if applicable]
|
| 112 |
+
|
| 113 |
+
## π οΈ Remediation
|
| 114 |
+
[Specific fix for each vulnerability with corrected code]
|
| 115 |
+
|
| 116 |
+
## π Risk Summary
|
| 117 |
+
- Critical: [n] | High: [n] | Medium: [n] | Low: [n]
|
| 118 |
+
- **Overall Risk**: [CRITICAL/HIGH/MEDIUM/LOW]
|
| 119 |
+
"""
|
| 120 |
+
|
| 121 |
+
try:
|
| 122 |
+
response = client.chat.completions.create(
|
| 123 |
+
model="llama-3.3-70b-versatile",
|
| 124 |
+
messages=[{"role": "user", "content": prompt}],
|
| 125 |
+
temperature=0.1,
|
| 126 |
+
max_tokens=4096,
|
| 127 |
+
)
|
| 128 |
+
progress(1.0, desc="Complete!")
|
| 129 |
+
return response.choices[0].message.content
|
| 130 |
+
except Exception as e:
|
| 131 |
+
return f"β AI analysis failed: {str(e)}"
|
| 132 |
+
|
| 133 |
+
def scan_repository(owner, repo, progress=gr.Progress()):
|
| 134 |
+
"""Scan entire repository"""
|
| 135 |
+
progress(0.1, desc="Fetching repository files...")
|
| 136 |
+
files = get_repo_files(owner, repo)
|
| 137 |
+
|
| 138 |
+
if not files:
|
| 139 |
+
return "β No code files found or repository is private"
|
| 140 |
+
|
| 141 |
+
progress(0.2, desc=f"Found {len(files)} files to scan...")
|
| 142 |
+
|
| 143 |
+
all_vulnerabilities = []
|
| 144 |
+
scanned_count = 0
|
| 145 |
+
|
| 146 |
+
groq_key = os.getenv("GROQ_API_KEY", "")
|
| 147 |
+
if not groq_key:
|
| 148 |
+
return "β Error: GROQ_API_KEY not configured"
|
| 149 |
+
|
| 150 |
+
client = Groq(api_key=groq_key)
|
| 151 |
+
|
| 152 |
+
for i, file_path in enumerate(files[:15]):
|
| 153 |
+
progress((0.2 + (i / 15) * 0.7), desc=f"Scanning {i+1}/{min(len(files), 15)}: {file_path}")
|
| 154 |
+
|
| 155 |
+
code, err = get_file_content(owner, repo, file_path)
|
| 156 |
+
if err:
|
| 157 |
+
continue
|
| 158 |
+
|
| 159 |
+
if len(code) > 4000:
|
| 160 |
+
code = code[:4000] + "\n... [truncated]"
|
| 161 |
+
|
| 162 |
+
prompt = f"""Analyze this code file for security vulnerabilities. Be concise.
|
| 163 |
+
|
| 164 |
+
File: {file_path}
|
| 165 |
+
|
| 166 |
+
```
|
| 167 |
+
{code}
|
| 168 |
+
```
|
| 169 |
+
|
| 170 |
+
List only CRITICAL and HIGH severity vulnerabilities found. Format:
|
| 171 |
+
- **[Vulnerability]** in `{file_path}` line X: [brief issue]
|
| 172 |
+
|
| 173 |
+
If no critical/high issues, respond: "No critical issues found."
|
| 174 |
+
"""
|
| 175 |
+
|
| 176 |
+
try:
|
| 177 |
+
response = client.chat.completions.create(
|
| 178 |
+
model="llama-3.3-70b-versatile",
|
| 179 |
+
messages=[{"role": "user", "content": prompt}],
|
| 180 |
+
temperature=0.1,
|
| 181 |
+
max_tokens=800,
|
| 182 |
+
)
|
| 183 |
+
result = response.choices[0].message.content.strip()
|
| 184 |
+
if "no critical issues" not in result.lower():
|
| 185 |
+
all_vulnerabilities.append(f"### {file_path}\n{result}\n")
|
| 186 |
+
scanned_count += 1
|
| 187 |
+
except:
|
| 188 |
+
continue
|
| 189 |
+
|
| 190 |
+
progress(1.0, desc="Generating report...")
|
| 191 |
+
|
| 192 |
+
if not all_vulnerabilities:
|
| 193 |
+
report = f"""# π‘οΈ Repository Security Scan Report
|
| 194 |
+
|
| 195 |
+
## π¦ Repository Overview
|
| 196 |
+
- Repository: {owner}/{repo}
|
| 197 |
+
- Files Scanned: {scanned_count}
|
| 198 |
+
- Status: β
No critical vulnerabilities detected
|
| 199 |
+
|
| 200 |
+
## π Summary
|
| 201 |
+
All scanned files passed security checks. No CRITICAL or HIGH severity issues found.
|
| 202 |
+
|
| 203 |
+
## π Risk Summary
|
| 204 |
+
- Critical: 0 | High: 0 | Medium: 0 | Low: 0
|
| 205 |
+
- **Overall Risk**: LOW
|
| 206 |
+
"""
|
| 207 |
+
else:
|
| 208 |
+
report = f"""# π‘οΈ Repository Security Scan Report
|
| 209 |
+
|
| 210 |
+
## π¦ Repository Overview
|
| 211 |
+
- Repository: {owner}/{repo}
|
| 212 |
+
- Files Scanned: {scanned_count}
|
| 213 |
+
- Vulnerabilities Found: {len(all_vulnerabilities)} files with issues
|
| 214 |
+
|
| 215 |
+
## π¨ Vulnerabilities by File
|
| 216 |
+
|
| 217 |
+
{''.join(all_vulnerabilities)}
|
| 218 |
+
|
| 219 |
+
## π οΈ Recommendations
|
| 220 |
+
1. Review and fix all CRITICAL and HIGH severity issues immediately
|
| 221 |
+
2. Implement input validation and sanitization
|
| 222 |
+
3. Use parameterized queries for database operations
|
| 223 |
+
4. Keep dependencies updated
|
| 224 |
+
|
| 225 |
+
## π Risk Summary
|
| 226 |
+
- Critical: {sum(1 for v in all_vulnerabilities if 'CRITICAL' in v)} | High: {sum(1 for v in all_vulnerabilities if 'HIGH' in v)} | Medium: 0 | Low: 0
|
| 227 |
+
- **Overall Risk**: {'CRITICAL' if any('CRITICAL' in v for v in all_vulnerabilities) else 'HIGH'}
|
| 228 |
+
"""
|
| 229 |
+
|
| 230 |
+
return report
|
| 231 |
+
|
| 232 |
+
def analyze_github_url(url, progress=gr.Progress()):
|
| 233 |
+
"""Main analysis function"""
|
| 234 |
+
if not url or not url.strip():
|
| 235 |
+
return "β Please provide a GitHub URL"
|
| 236 |
+
|
| 237 |
+
owner, repo, file_path, is_repo = parse_github_url(url)
|
| 238 |
+
|
| 239 |
+
if not owner or not repo:
|
| 240 |
+
return "β Invalid GitHub URL. Use:\n- File: github.com/owner/repo/blob/branch/file.py\n- Repo: github.com/owner/repo"
|
| 241 |
+
|
| 242 |
+
if is_repo:
|
| 243 |
+
return scan_repository(owner, repo, progress)
|
| 244 |
+
else:
|
| 245 |
+
return scan_file(owner, repo, file_path, progress)
|
| 246 |
+
|
| 247 |
+
# Gradio Interface
|
| 248 |
+
CSS = """
|
| 249 |
+
.gradio-container {
|
| 250 |
+
font-family: 'Inter', sans-serif;
|
| 251 |
+
}
|
| 252 |
+
.cyber-title {
|
| 253 |
+
text-align: center;
|
| 254 |
+
color: #00ff41;
|
| 255 |
+
font-size: 2em;
|
| 256 |
+
font-weight: bold;
|
| 257 |
+
margin-bottom: 10px;
|
| 258 |
+
}
|
| 259 |
+
"""
|
| 260 |
+
|
| 261 |
+
with gr.Blocks(css=CSS, title="π‘οΈ Vulnerability Scanner") as demo:
|
| 262 |
+
gr.HTML("""
|
| 263 |
+
<div class="cyber-title">
|
| 264 |
+
π‘οΈ VULNERABILITY SCANNER
|
| 265 |
+
</div>
|
| 266 |
+
<p style="text-align:center;color:#888;">
|
| 267 |
+
AI-powered security analysis for GitHub repositories and files
|
| 268 |
+
</p>
|
| 269 |
+
""")
|
| 270 |
+
|
| 271 |
+
with gr.Row():
|
| 272 |
+
with gr.Column():
|
| 273 |
+
url_input = gr.Textbox(
|
| 274 |
+
label="GitHub URL",
|
| 275 |
+
placeholder="https://github.com/owner/repo/blob/main/file.py or https://github.com/owner/repo",
|
| 276 |
+
lines=2
|
| 277 |
+
)
|
| 278 |
+
|
| 279 |
+
with gr.Row():
|
| 280 |
+
scan_btn = gr.Button("π Scan for Vulnerabilities", variant="primary")
|
| 281 |
+
clear_btn = gr.Button("ποΈ Clear")
|
| 282 |
+
|
| 283 |
+
gr.Examples(
|
| 284 |
+
examples=[
|
| 285 |
+
["https://github.com/ayushmittal62/vunreability_scanner_testing/blob/master/python/database.py"],
|
| 286 |
+
["https://github.com/ayushmittal62/vunreability_scanner_testing"],
|
| 287 |
+
],
|
| 288 |
+
inputs=url_input,
|
| 289 |
+
label="π Example URLs"
|
| 290 |
+
)
|
| 291 |
+
|
| 292 |
+
with gr.Row():
|
| 293 |
+
output = gr.Markdown(label="Analysis Results")
|
| 294 |
+
|
| 295 |
+
scan_btn.click(
|
| 296 |
+
fn=analyze_github_url,
|
| 297 |
+
inputs=[url_input],
|
| 298 |
+
outputs=[output]
|
| 299 |
+
)
|
| 300 |
+
|
| 301 |
+
clear_btn.click(
|
| 302 |
+
fn=lambda: ("", ""),
|
| 303 |
+
outputs=[url_input, output]
|
| 304 |
+
)
|
| 305 |
+
|
| 306 |
+
gr.HTML("""
|
| 307 |
+
<div style="text-align:center;margin-top:20px;color:#666;font-size:0.9em;">
|
| 308 |
+
Built by <a href="https://github.com/AdityaDev-X" target="_blank">AdityaDev-X</a> |
|
| 309 |
+
Powered by Groq LLaMA 3.3 70B
|
| 310 |
+
</div>
|
| 311 |
+
""")
|
| 312 |
+
|
| 313 |
+
if __name__ == "__main__":
|
| 314 |
+
demo.launch(server_name="0.0.0.0", server_port=7860)
|
requirements.txt
CHANGED
|
@@ -1,7 +1,4 @@
|
|
| 1 |
-
|
| 2 |
-
|
| 3 |
-
pydantic
|
| 4 |
requests
|
| 5 |
python-dotenv
|
| 6 |
-
markdownify
|
| 7 |
-
groq
|
|
|
|
| 1 |
+
gradio
|
| 2 |
+
groq
|
|
|
|
| 3 |
requests
|
| 4 |
python-dotenv
|
|
|
|
|
|