SoK: When Safe Agents Fail Together: The Security of Multi Agent LLM Systems
This work systematizes MAS security through an execution-centered analysis of 197 works, introducing an A-I-R framework that organizes attacks by adversary position, interaction interface, and resulting system-level risk, unifying otherwise fragmented attack mechanisms across MAS.
Rui Yang, Jun-Jie Xu, Zheng-Yu Liu et al.
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