Catching the Infection Before It Spreads: Foresight-Guided Defense in Multi-Agent Systems

Yue Ma, Ziyuan Yang, Yi Zhang

Large multimodal model-based Multi-Agent Systems (MASs) enable collaborative complex problem solving through specialized agents. However, MASs are vulnerable to infectious jailbrea…