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Oct 12 · Monday

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Model hardening11Inference-time intervention3Detection and filtering14

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Models and APIs3

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Model layer3
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Defense type：Inference-time interventionSystem type：Models and APIsClear all

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  1. Evaluation and benchmarksarXiv 2610.10276

    PatchBench 提出激活补丁局部评测协议，揭示越狱修复的附带损伤

    提出 PatchBench-Local 协议，评测激活补丁修复越狱的局部附带损伤

    arXiv
    2610.10276
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    Qwen2.5-3B-Instruct, Qwen2.5-14B-Instruct, gemma-3-4b-it and others8

    Abstract论文提出 PatchBench 与局部评估协议，揭示了激活补丁在全局能力无损下仍存局部良性退化。

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  3. Evaluation and benchmarksarXiv 2608.28233

    REINS：用 SAE 特征同时抑制有害续写并增强拒答的引导方法

    提出 REINS，在 SAE 空间抑制有害延续并增强拒答

    arXiv
    2608.28233
    Published
    Layer
    Model layer
    Setting
    Models and APIs
    Evaluated models
    Qwen3.5-4B-Base, Qwen3.5-2B-Base, Gemma-3-1B-IT
    AbstractREINS 分角色抑制有害延续并增强拒答。

    REINS 是一种推理时 SAE 安全转向方法，并配有用于上下文伪装的基准 GUISE。

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