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Oct 12 · Monday

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  1. AttacksarXiv 2605.26156

    BITE:用上下文赌博机操纵风格偏置攻击 LLM 评委

    提出 BITE,用上下文赌博机选择风格修改抬高 LLM 评委打分

    Published
    Attacker
    Black-box
    Evaluated models
    o3-mini, Gemini-2.5-Flash, Llama-3.3-70B-Instruct and others8
    AbstractBITE 用黑盒赌博机利用风格偏差抬分,作者称这对 LLM-as-a-judge 构成威胁。

    BITE 是黑盒风格操纵:在保持答案语义的同时,抬高 LLM 评审给出的分数。

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