AI Agent Security — Attacks, Jailbreaking, and Defense · Red Teaming, Monitoring, and Secure Design of Agentic Systems
Runtime Monitoring and Attack Detection: Anomaly Detection, Behavioral Alerts
Red Teaming, Monitoring, and Secure Design of Agentic Systems
Introduction
Red teaming and security evals prevent vulnerabilities before production, but do not guarantee that no attack will pass. Runtime monitoring is the last line of defense: detecting active attacks via anomaly detection, behavioral alerts, and conversation pattern analysis. This lesson covers what to log, how to design detection rules, and how to respond to incidents in LLM systems.