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Oct 12 · Monday

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  1. DefensesarXiv 2608.24017

    WebMCP-Phalanx:为浏览器内 LLM Agent 工具调用建立信任边界

    提出 WebMCP-Phalanx,用能力凭证与双智能体隔离浏览器工具调用

    Published
    Setting
    web agent
    AbstractPhalanx 用浏览器凭证绑定工具所有权,Q/P 分离拦住描述注入,工具名与返回值仍有残留。

    WebMCP-Phalanx针对浏览器里的 WebMCP 智能体:在 SOP 下补工具所有权,并把语义检查从有工具权的执行中分开。

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  2. AttacksarXiv 2406.12814

    论文提出 ARE 框架,在 VisualWebArena 上评估多模态 Agent 的对抗鲁棒性

    提出 ARE 框架与图像文本攻击,评测多模态网页 Agent 的对抗鲁棒性

    Published
    Setting
    web agent
    Evaluated models
    GPT-4o, GPT-4V, Claude-3-Opus and others4

    Abstract系统评估多模态网页智能体的脆弱性,指出推理时计算组件被攻破会加剧系统风险。

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