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Oct 12 · Monday

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System type

Models and APIs11LLM applications34AI Agent44coding agent6science agent4web agent4Browser and computer use1Multi-agent systems5

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Model layer0Application layer1

System component

Guardrails and judges1Monitors4Vision5Multimodal5
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System type：Browser and computer useLayer：Model layerLayer：Application layerSystem component：Guardrails and judgesClear all

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  1. 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

    arXiv
    2603.14707
    Published
    Layer
    Application layer
    Setting
    Browser and computer use
    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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