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Oct 13 · Tuesday

All papers

Found 3 papers
Filter4

Attack type

Prompt injection3Poisoning and backdoors3

Attack technique

Dormant triggers3

System type

Models and APIs0AI Agent17coding agent1Multi-agent systems2

Attack surface / entry point

User input161Tool responses6Tool and skill descriptions15Code repositories and dependencies11Memory writes3Inter-agent messages8Images, audio and video66Training data24Weights and gradients46Distribution channels27Inference services and hardware12

Layer

Application layer3

System component

Memory3
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System type：Models and APIsSystem type：coding agentSystem type：Multi-agent systemsAttack surface / entry point：Memory writesClear all

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  2. AttacksarXiv 2605.08460

    论文建模多智能体网络中的子智能体继承攻击面

    建模并利用多智能体网络中子智能体生成时的记忆继承漏洞

    arXiv
    2605.08460
    Published
    Layer
    Application layer
    Setting
    Multi-agent systems
    Evaluated models
    MiniMax M2.5, Llama-4-Maverick-17B-128E-Instruct-FP8, Qwen3.5-Plus and others5
    Abstract形式化子智能体继承，在 OpenClaw 上演示四类编排层漏洞并提出防御。

    作者对多智能体网络里的子智能体继承做形式化分析，并用开源框架上的 PoC 演示编排层如何让单点妥协继续扩散。

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  3. AttacksarXiv 2601.00240

    When agents view humans as out-group: belief-dependent bias in LLM-driven agents

    提出 BPA 改写 profile 与记忆，重新诱发智能体对人类的外群体偏向

    arXiv
    2601.00240
    Published
    Layer
    Application layer
    Setting
    Multi-agent systems
    Evaluated models
    gpt-4o-mini
    Abstract最小群体线索下出现内群体偏向。

    作者考察 LLM 智能体在任意群体边界下会不会把人类当外群体，并用信念投毒检验面向人类的抑制是否依赖身份信念。

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