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Oct 13 · Tuesday

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Found 2 papers
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Attack surface / entry point

User input16Web pages and interfaces5Documents and messages4Code repositories and dependencies1Retrieval corpus27Memory writes3Distribution channels1

Layer

Application layer2

System component

MCP and skills38Memory6RAG2Guardrails and judges9Monitors5Permissions and sandboxing12Fine-tuning and open weights3
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Attack surface / entry point：Code repositories and dependenciesAttack surface / entry point：Distribution channelsLayer：Application layerSystem component：RAGClear all

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  1. AttacksarXiv 2609.37468

    论文提出针对 Agentic RAG 的检索器后门攻击与 DOU 隐藏方法

    提出检索器后门攻击操纵智能体搜索，并用 DOU 逃避检测

    arXiv
    2609.37468
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Evaluated models
    E5, Contriever-MSMARCO

    Abstract论文展示了通过恶意检索器操纵智能体多轮搜索并利用诱饵重塑表征隐蔽后门的可行性与系统风险。

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  2. AttacksarXiv 2609.02774

    CodePoisonRAG：针对检索增强代码生成的知识投毒攻击

    提出 CodePoisonRAG，对检索增强代码生成的知识库投毒以植入漏洞

    arXiv
    2609.02774
    Published
    Layer
    Application layer
    Setting
    LLM applications
    Evaluated models
    Qwen 3.5 9B, Code Llama 13B, DeepSeek-Coder-V2 16B

    AbstractCodePoisonRAG 展示了 RACG 外部知识库的新攻击面，在较低投毒率下可定向诱发指定漏洞并部分抵御防御。

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