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Oct 13 · Tuesday

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System type

Models and APIs0coding agent0Multi-agent systems1

Attack surface / entry point

User input27Web pages and interfaces6Documents and messages12Tool responses13Tool and skill descriptions26Code repositories and dependencies19Retrieval corpus3Memory writes10Inter-agent messages25Training data3Weights and gradients3Distribution channels23Inference services and hardware1

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Model layer5Application layer1Infrastructure layer13
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System type：Models and APIsSystem type：coding agentSystem type：Multi-agent systemsAttack surface / entry point：Inference services and hardwareLayer：Application layerClear all

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  1. DefensesarXiv 2610.02349

    MIRROR：面向多智能体通信的法定人数完整性防御

    提出 MIRROR，用多路径摘要多数表决保障多智能体通信完整性

    arXiv
    2610.02349
    Published
    Layer
    Application layer
    Setting
    Multi-agent systems
    Evaluated models
    Gemma-4-31B-it, Gemini 2.5 Pro
    AbstractMIRROR 靠多数路径。

    MIRROR 是 LLM 多智能体通信层上的多路径法定人数完整性原语，只处理不透明字节，不解释消息内容。要处理的是 Agent-in-the-Middle：中介合法终结 TLS 后可改在途消息，而语义校验有推理开销和误拦，签名又要求私钥管理。做法是生成结束后复制同一规范化载荷。

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