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Oct 12 · Monday

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  1. LLM Forensics:用稀疏自编码器定位并控制后门触发机制

    用 SAE 定位后门触发机制并分离检测与因果控制

    Published
    Evaluated models
    Gaperon-1B, Gaperon-8B, Gaperon-24B
    AbstractGaperon 语言切换后门可分成检测、残差路由和后期语言跟踪三类 SAE 特征,只有部分能改行为。

    作者用稀疏自编码器分解 Gaperon 中无害的语言切换后门,区分识别触发的特征与真正能抑制或诱发该行为的特征。固定触发使英语提示在 Gaperon-1B 与 8B 上续写成法语或德语。

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