An autonomous white-box AI penetration tester for web applications and APIs. It doesn't just search for vulnerabilities based on patterns. it reads your source code, finds attack points, and immediately attempts to exploit them.
Key idea: If there's no exploit, there's "no" vulnerability either. Only issues that have actually been reproduced make it into the report. No false positives.
How it works:
🔵Analyzes the application's logic, finds input → sink
🔵Attacks the already running application via browser and CLI
🔵Uses XSS, SSRF, injections, bypasses authentication
Autonomous run:
One run — and it automatically handles logins (including 2FA), bypasses the interface, hits the API, searches for attack surfaces, and simultaneously breaks everything it finds.
Tools: nmap, subfinder, whatweb — not as separate tools, but as part of the pipeline.
Quick start:
npx @keygraph/shannon setup
npx @keygraph/shannon start -u https://your-app.com -r /path/to/repo
Result: a comprehensive report with PoCs and ready-made exploits.
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🤖 Data & ML | @DataXplore