SAIGuard uses communication-state simulation on the MAS interaction graph to detect and sanitize risky messages via reconstruction deviations, reducing attack success while preserving utility.
arXiv preprint arXiv:2310.11676 , year=
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SAIGuard: Communication-State Simulation for Proactive Defense of LLM Multi-Agent Systems
SAIGuard uses communication-state simulation on the MAS interaction graph to detect and sanitize risky messages via reconstruction deviations, reducing attack success while preserving utility.