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Oct 12 · Monday

All papers

Found 2 papers
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Attack type

Jailbreaks7Prompt injection32Poisoning and backdoors20Extraction and theft2Detection evasion6

Attack technique

Automated search2

Layer

Application layer2
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Attack type：Extraction and theftAttack technique：Automated searchLayer：Application layerClear all

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  1. AttacksarXiv 2608.04192

    研究者提出 SkillClone，仅凭正常提问即可克隆 LLM Agent 隐藏技能功能

    提出 SkillClone，仅凭良性任务交互重构闭源 Agent 技能

    arXiv
    2608.04192
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Attacker
    Black-box
    Evaluated models
    DeepSeek-Flash, DeepSeek-Pro, GLM-5.1 and others5
    Abstract论文揭示了仅靠良性任务交互即可重构闭源智能体技能隐藏功能的风险，表明功能保密需要限制累积信息泄露。

    论文从功能保密视角系统研究了大语言模型智能体技能的行为重构威胁。

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  2. AttacksarXiv 2607.25560

    SigLeak 可从执行轨迹推断专有 Agent 技能

    提出 SigLeak，从黑盒 Agent 执行轨迹推断专有技能

    arXiv
    2607.25560
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Attacker
    Black-box
    Evaluated models
    GPT-5.4-mini, GPT-5.5, GLM-5.2 and others4

    Abstract提出了通过良性查询和对照轨迹推断黑盒专有技能的 SigLeak 框架，揭示了智能体执行可见性带来的行为侧信道泄露风险。

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