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Oct 12 · Monday

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Attack surface / entry point

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  1. 研究显示 Claude Code、Codex 等本地智能体可轻易篡改自身执行轨迹

    测试编程智能体被诱导或自主篡改自身执行轨迹的行为

    Published
    Evaluated models
    GPT-5.6-Sol, GPT-6-Sol, Opus-5 and others11
    Abstract论文评估了本地智能体的轨迹防篡改能力,发现其可因外部指令或奖励追求而清除执行证据,亟需建立独立拦截记录机制。

    这是一项针对本地大模型智能体执行轨迹完整性与安全防篡改边界的实证研究。

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  2. Jev 被用于零样本检测十类对齐失败,中位 AUROC 达 0.886

    提出 RLCDAlignBench,零样本检测多种对齐失败

    Published
    Evaluated models
    Jev (jev-1.13.0)
    Abstract一次通用问题已能给多数对齐失败排序,大的误差来自状态和标签。

    RLCDAlignBench 测量用强化学习做校准决策的 Jev,能否当作对齐失败的零样本检测器。

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