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Oct 12 · Monday

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  1. DefensesarXiv 2610.05826

    研究者提出临时可见性协议,限制持续摄入 RAG 向量库的投毒暴露

    提出临时可见性协议,限制持续摄入 RAG 向量库的投毒暴露

    Published
    Abstract用截止期限制未核验可见时长。

    这篇工作给持续摄入的 RAG 向量库一个失败关闭的临时可见性协议,把协议能限制的未核验暴露和依赖检测器的中毒暴露分开。

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  2. DefensesarXiv 2609.19587

    红队测试 Auto Mode:用注入与多上下文攻击绕过编码 Agent 阻断监控器

    提出 Auto Mode ++,加固编码 Agent 阻断监视器

    Published
    Evaluated models
    Opus 5, Opus 4.8, Opus 4.7 and others8

    Abstract系统评估生产阻断监视器在面对持续恶意智能体时的表现,提出加固防御并指明多上下文防御挑战。

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  3. DefensesarXiv 2601.05755

    VIGIL: defending LLM agents against tool-flow injection with "verify before submit"

    提出 VIGIL 先验证后提交,防御 Agent 工具流注入

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen3-max, Gemini-2.5-pro
    AbstractVIGIL 用意图约束下的提交前验证处理工具流注入。

    VIGIL 用 verify-before-commit 处理智能体的工具流注入,并配有基准 SIREN。

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