An Autonomous Runtime Shielding Agent for Linux Kernel Vulnerabilities

Talk overview

This talk presents an autonomous agent for emergency defense against newly disclosed Linux kernel vulnerabilities. The agent reproduces a flaw, reasons about its root cause, generates an eBPF hot shield, actively tests that defense against evasive triggers, and deploys only validated protection without downtime or source changes.