AIBearisharXiv – CS AI · 4h ago7/10
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CIA: Inferring the Communication Topology from LLM-based Multi-Agent Systems
Researchers have identified a critical privacy vulnerability in LLM-based multi-agent systems, demonstrating that communication topologies can be reverse-engineered through black-box attacks. The Communication Inference Attack (CIA) achieves up to 99% accuracy in inferring how agents communicate, exposing significant intellectual property and security risks in AI systems.