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Oct 12 · Monday

All papers

Found 1 paper
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Attack type

Prompt injection1

Layer

Application layer1

System component

MCP and skills47Memory36RAG10Guardrails and judges30Monitors20Reasoning chains5Permissions and sandboxing45Vision16Audio1Multimodal16
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Attack type：Prompt injectionLayer：Application layerSystem component：AudioClear all

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  1. Evaluation and benchmarksarXiv 2609.09404

    MMPIBench：多模态提示注入对六种 Agent 框架的跨框架评测

    用 MMPIBench 评测多模态提示注入对 Agent 框架的影响

    arXiv
    2609.09404
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Evaluated models
    Claude Opus 4.8, GPT-5.4, Gemini 3.1 Pro and others6

    Abstract论文提出 MMPIBench 评测多模态提示注入对智能体的影响，发现模型主导行为、尝试远超完成，音频通道缺乏防护。

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