Enhance Your ModSecurity with Session-Based Security Monitoring
rahul modak
Dear ModSecurity Community,
I'd like to share a project that complements ModSecurity by addressing security enhancement in session intelligence, bot detection and client-side protection:
https://github.com/RahulModak74/Bayesian-Traffic-Prism/
Bayesian Traffic-Prism adds these capabilities to your existing ModSecurity setup:
- Detect multi-request attacks that ModSecurity's individual request analysis misses
- Monitor client-side DOM behavior for threats that never reach the server
- Identify credential stuffing, advanced scraping, and session hijacking attempts
- Gain actionable intelligence to continuously improve your ModSecurity rules
It's completely open-source and designed to work alongside ModSecurity without disrupting your current configuration. The combination creates a more comprehensive defense against modern web threats potentially matching or even exceeding commercial WAFs in some features.
For organizations with critical applications, we also offer enterprise consulting services for advanced implementations with features like automated session termination and LLM-powered threat detection.
I'd appreciate any feedback from community members who try it out. Looking forward to your thoughts!
Best regards
Rahul Modak