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Oct 12 · Monday

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  1. AgentDoxx:联网搜索 Agent 对匿名访谈文本的再识别评测

    构建 AGENTDOXX 基准,评测联网搜索 Agent 对匿名访谈的再识别

    Published
    Setting
    web agent
    Evaluated models
    GPT-5.6 Terra, GPT-5 Mini, GPT-4.1 Mini and others10

    Abstract论文提出了已知身份的重识别基准 AGENTDOXX,揭示搜索与记忆双重风险及现有防御在检索轨迹中的泄露漏洞。

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  2. 论文提出 eTAMP 攻击:网页内容注入可跨会话污染 Web Agent 记忆

    提出 eTAMP,用网页内容跨会话投毒 Web Agent 轨迹记忆并诱导越权操作

    Published
    Setting
    web agent
    Evaluated models
    GPT-5-mini, GPT-5.2, GPT-OSS-120B and others6
    Abstract论文提出了基于环境注入的跨任务记忆投毒攻击 eTAMP,作者报告智能体在环境压力下易感性增加且能力与安全并不协同。

    该论文评估了基于大语言模型的 Web 智能体在利用历史交互轨迹进行记忆增强时的安全脆弱性。

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  3. SafeArena:首个评估自主网页 Agent 滥用风险的基准

    提出 SafeArena 基准,评测网页 Agent 是否执行故意有害任务

    Published
    Setting
    web agent
    Evaluated models
    GPT-4o, Claude-3.5-Sonnet, Qwen-2-VL-72B and others5
    AbstractSafeArena 用配对任务和 ARIA 评测网页智能体的故意滥用。

    SafeArena 评测自主网页智能体是否会执行用户故意给出的恶意网页任务。。

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