Lie Rarely, Lie Big: Stealthy Insider Attacks on LLM Robot Teams

Sribalaji C. Anand, George J. Pappas

When a team of robots delegates planning and mutual trust to LLM agents, a single compromised robot can corrupt the shared outcome. We study this threat in a grounded task: a multi…