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Oct 13 · Tuesday

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  1. AttacksarXiv 2609.28613

    研究:提示注入可改变 Jev 决策模型的行动概率

    测量间接提示注入对类型化概率决策的动作劫持

    Published
    Evaluated models
    jev-1.13.0
    Abstract封闭动作集改变提示注入的表现,但没有去掉概率被不可信内容移动的风险。

    作者在 jev-1.13.0 上研究 decision hijacking:不可信内容能否在用户任务和可选动作都不变时,把类型化决策推向攻击者目标。

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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. AttacksarXiv 2608.04565

    Researchers propose Breadcrumbing long-range attack that can hijack the evidence chain of DeepResearch-style search agents

    提出权威链劫持与轨迹引导策略演化,劫持搜索 Agent 的证据链

    Published
    Setting
    web agent
    Evaluated models
    Qwen3.5-9B, Gemma4-31B, DeepResearch and others7

    Abstract论文揭示了多步搜索智能体在受限中间人操纵下的脆弱性,提出 ACH 策略与 TGSE 演化方法并完成系统验证。

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