Behavior Analysis Engine: How AI Detects Security Vulnerabilities Without Test Scripts
Scripted tests only check what you tell them to check. The Behavior Analysis Engine (BAE) checks what you didn't think of.
🎯 Key Takeaways
- BAE detects security vulnerabilities and logic flaws without test scripts.
- Goes beyond "happy paths"—checks what hackers and confused users find.
- Looks for SQL injection, exposed PII, rage-click potential, and more.
- Zero configuration—point Rihario at your URL and it acts like a white-hat hacker.
Beyond Functional Testing
Traditional automated tests verify "Happy Paths" (e.g., "User can login"). But they miss the "Unhappy Paths" that hackers and confused users find.
How BAE Works
Rihario's BAE uses a fine-tuned Large Language Model (Bloom Architecture) that understands web security and UX patterns. As the AI navigates your app, it is constantly asking:
- 🔓"Is this API response exposing PII?"
- 💉"Can I inject SQL into this input field?"
- 🤬"Is this button dead (Rage Click potential)?"
Zero-Config Security
Because BAE relies on generalizable heuristics rather than hard-coded assertions, it works on any web app out of the box. You don't need to write security tests. You just point Rihario at your URL, and it acts like a white-hat hacker, reporting vulnerabilities before they reach production.