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Oct 13 · Tuesday

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  1. DefensesarXiv 2610.05640

    Research reveals that the CaMeL defense fails in multi-agent systems and proposes multi-CaMeL

    提出 multi-CaMeL,在智能体调用边界隔离可信指令与非可信数据

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    Evaluated models
    Claude Fable 5, GPT-5.5, GPT-4.1 and others6

    Abstract论文针对多智能体中单体防御不组合的边界清洗问题,提出 multi-CaMeL 协议彻底阻断了 MultiAgentDojo 上的注入攻击。

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