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Oct 12 · Monday

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Attack type

Jailbreaks6Prompt injection107Poisoning and backdoors49Extraction and theft1Detection evasion17Denial of service3

Attack surface / entry point

User input53Documents and messages0Tool and skill descriptions1Retrieval corpus3Inter-agent messages3Images, audio and video5Training data7Weights and gradients10Inference services and hardware8
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Attack type：Extraction and theftAttack surface / entry point：Documents and messagesAttack surface / entry point：Tool and skill descriptionsClear all

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  1. DefensesarXiv 2609.01677

    Skill-as-API：面向智能体软件工程的机密多智能体协作协议

    提出 Skill-as-API，隔离多智能体协作中的 skill 正文与系统提示词

    arXiv
    2609.01677
    Published
    Layer
    Application layer
    Setting
    Multi-agent systems, coding agent
    Abstract协议把 skill 正文留在所有者侧，四层限制发现内容、权限期限和注入拼接。

    Skill-as-API 是面向智能体软件工程的协调协议，用来在跨组织调用时把 skill 的代码和系统提示词留在所有者进程。作者针对三条威胁：经通道或命名空间抽取专有方法，用注入让被调用模型输出系统提示词，以及协作结束后权限继续保留。

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