#monitoring

Embedding-Based Agent Monitoring Has a Blind Spot. Here's What to Watch Instead.

A new paper demonstrates three attack patterns — Slow Drift, Benign Wrapper, Chaos Seeding — that defeat embedding-based detection of malicious agents in LLM multi-agent systems. The fix requires monitoring logit-level confidence, not just output embeddings.