CVE Sentinel

Dashboard Metrics

Inspiration

CVE Sentinel takes a CVE and writes its own detector for it — then tests that detector against real attack traffic, catches its own mistakes, and rewrites itself to fix them. No human tuning the rules by hand. On CVE-2026-60004, a critical Gitea RCE, it went from 82% detection with 5 false positives on its first try, to 91% detection with zero false positives after one self-critique cycle. Every decision is traced end-to-end, so a security analyst can audit exactly why it flagged — or cleared — an event.