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Oct 13 · Tuesday

All papers

Found 1 paper
Filter4

Attack type

Jailbreaks1

Defense type

Model hardening5Inference-time intervention12Detection and filtering1Permissions and approval0Monitoring and auditing7

Layer

Prompt layer16Model layer1Application layer11
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Attack type：JailbreaksDefense type：Detection and filteringDefense type：Permissions and approvalLayer：Model layerClear all

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  1. Analysis and theoryarXiv 2609.36477

    研究发现护栏模型在基座模型不确定处过度自信

    诊断护栏相对基座在对抗提示上的置信失校

    arXiv
    2609.36477
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    Llama-Guard 7B, Llama-Guard-2 8B, Llama-Guard-3 8B and others10
    Abstract对抗包装使 guard 高置信漏检，而对应 base 在同一输入上常更不确定。

    诊断性分析：五个提示词分类 guard 的置信度，在清洁输入上可以较校准，在越狱包装后则变成高置信度的错误判定。

    Paper analysisRead analysis
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