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Oct 12 · Monday

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  1. HazardArena:面向 VLA 模型的语义安全评测基准

    提出 HazardArena 基准,用孪生场景评测 VLA 的语义安全

    Published
    Evaluated models
    OpenVLA-OFT, π0, NORA and others4
    Abstractsafe-only 微调提升良性执行,也提升匹配不安全孪生上的危险完成。

    HazardArena 评测 VLA 在运动要求不变时,能否因语义风险而停手。

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  2. DefensesarXiv 2603.14707

    视觉混淆代理:利用与防御计算机使用智能体的感知失效

    提出进程外双通道对比分类,拦截计算机使用智能体的错误点击

    Published
    Evaluated models
    multi-modal-embed-small
    Abstract感知错误可被屏幕像素对调利用。

    作者把 CUA 的感知失败写成安全漏洞visual confused deputy:智能体按看错的屏幕授权 click(x,y),真实落点与它以为的元素不一致。

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