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Oct 12 · Monday

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  1. ThinkingGuard:通过逐步风险归因解码多模态大语言模型中的隐式危害

    构建 TriggerBench 并训练 ThinkingGuard,检测图文隐式风险

    Published
    Evaluated models
    ThinkingGuard(Qwen3-VL-8B-Instruct)
    AbstractTriggerBench 隔离触发条件,ThinkingGuard 用分步归因在隐式风险检测上取得作者报告的较高平均分。

    这篇工作研究多模态隐式风险检测:图文各自良性,风险只在关键元素与触发元素交互时出现。

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  2. 研究者提出 MM-Plan 多模态越狱框架

    提出 MM-Plan 多模态越狱框架,自动规划多轮图像编辑以越狱视觉独占目标

    Published
    Attacker
    Black-box
    Evaluated models
    Llama-3.2-11B, InternVL3-8B, Qwen3-VL-8B and others8
    Abstract作者称全局规划能攻破对单轮攻击更稳的前沿 MLLM。

    MM-Plan 是面向 Visual Exclusivity 的 black-box 多模态红队方法,并配有人工基准 VE-Safety。

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