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Yuqi Jia, Hangsheng Zhang, Chenxi Liu, Junjie Liang, Xun Chen

Public reference bibliography and cataloged PDF materials authored or published by Yuqi Jia, Hangsheng Zhang, Chenxi Liu, Junjie Liang, Xun Chen.

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Black-Box Red-Teaming of Multi-Agent Systems via Reinforcement Learning

Year: 2026 • Source: arxiv.org • Listed PDF

Large language model (LLM) agents are increasingly deployed in multi-agent systems (MAS) to accomplish complex tasks. Prior black-box red-teaming attacks mainly focus on single agents, but we find that these methods are ...