SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems

Ruxue Shi, Yili Wang, Mengnan Du +4

LLM-based multi-agent systems (MAS) solve complex tasks through inter-agent collaboration, but their communication-driven nature also allows security risks to spread across agents…