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Oct 12 · Monday

All papers

Found 1 paper
Filter3

Defense type

Model hardening7Detection and filtering1

Impact

Harmful content3Unauthorized actions21Output manipulation8Availability and reliability1

System type

AI Agent1
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Defense type：Detection and filteringImpact：Availability and reliabilitySystem type：AI AgentClear all

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  1. Evaluation and benchmarksarXiv 2610.03448

    研究重测 15 个提示注入检测器：基准分数难以预测 Agent 部署表现

    重测提示注入检测器在 Agent 工具输出上的检出与任务阻断

    arXiv
    2610.03448
    Published
    Layer
    Application layer
    Setting
    AI Agent
    Evaluated models
    Horizon-Labs, Wolf Defender, Prismor-1.5B and others15

    Abstract论文揭示公开基准无法反映智能体检测器表现，检测能力源于输入格式相似而非通用防御，建议基于工具输出与低误报评测。

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