Detecting Multi-Agent Collusion Through Multi-Agent Interpretability

Aaron Rose, Carissa Cullen, Sahar Abdelnabi +3

As LLM agents are increasingly deployed in multi-agent systems, they introduce risks of covert coordination that may evade standard forms of human oversight. While linear probes on…