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Oct 12 · Monday

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  1. DefensesarXiv 2610.03089

    COBRA:为计算机使用 Agent 防御分支引导攻击的双 LLM 架构

    提出 COBRA 双 LLM 架构,防御计算机使用 Agent 的分支转向攻击

    Published
    Evaluated models
    gpt-5, UI-TARS-1.5-7B, claude-sonnet-5 and others6

    Abstract提出分支转向防御架构 COBRA,通过事前能力约束与边界代理消除分支转向攻击并兼顾效用。

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  2. 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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  3. DefensesarXiv 2602.10915

    Blind Gods and Broken Screens: Building a Secure, Intent-Centric Mobile Agent Operating System

    提出 Aura,用可信内核中介移动 Agent 的身份、感知与动作控制

    Published
    Evaluated models
    Gemini-3-Flash
    AbstractAura 以 Agent Kernel 中介结构化交互。

    Aura 用内核中介的结构化智能体交互,替换以屏幕为接口的移动助手。。

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