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Oct 12 · Monday

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  1. DefensesarXiv 2610.05870

    MBZUAI 提出可校准的真实图像认证方法

    提出校准重合成方法,以生成器反演保真度认证真实图像并防御对抗扰动

    Published
    Attacker
    White-box

    Abstract论文提出基于反演保真度与阈值校准的健全认证框架,在对抗扰动下维持错误率界限,并指出真实内容可认证性随生成器演进而萎缩。

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  2. AttacksarXiv 2609.37468

    论文提出针对 Agentic RAG 的检索器后门攻击与 DOU 隐藏方法

    提出检索器后门攻击操纵智能体搜索,并用 DOU 逃避检测

    Published
    Setting
    AI Agent
    Evaluated models
    E5, Contriever-MSMARCO

    Abstract论文展示了通过恶意检索器操纵智能体多轮搜索并利用诱饵重塑表征隐蔽后门的可行性与系统风险。

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  3. DefensesarXiv 2608.12361

    基于搜索增强 LLM 的中文新词毒性共识检测框架 SeTox

    提出 SeTox 检索增强框架,检测中文新词的隐性毒性

    Published
    Evaluated models
    SeTox-Qwen2.5-7B
    AbstractSeTox 用检索把公共共识接入静态 LLM,以检测中文毒性新词。

    SeTox 研究中文新词上的隐性毒性检测:词表加检索增强,使静态 LLM 在不重训练的情况下利用公开网页上下文。

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