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Chen-Bo Xia

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#artificial intelligence Preprint Sep 2026

CoSec: Benchmarking Agent Security in Communities

LLM agents operate in persistent collaborative environments involving multiple users, communities, memories, files, and tools. Community boundaries may remain fixed or evolve with changes in membership, roles, composition, and relationships. Agents must complete legitimate tasks and prevent unauthorized disclosure of p...

Hao Chen, Wen-Hui Dong, Ye Chen et al. · 0 citations

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