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20242026
most citedA Survey of LLM-Driven AI Agent Communication: Protocols, Security Risks, and Defense Countermeasures

2 citations · 3 across the 9 of their papers we have counts for

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cs.CR2026

Before Agents Speak: Pre-hoc Failure Risk Inference in Multi-Agent Systems

Shi Lin, Chenpei Wang, Peng Qian +4

LLM-based multi-agent systems (MAS) have exhibited remarkable capabilities in collaborative reasoning and decision-making, yet their interconnected communications introduce new sys…