ClawGuard: Out-of-Band Detection of LLM Agent Workflow Hijacking via EM Side Channel

Leo Linqian Gan, Jeffery Wu, Longyuan Ge +6

Autonomous LLM agents face a critical security risk known as workflow hijacking, where attackers subtly alter tool and skill invocations. Existing defenses rely on host-internal te…