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Oct 13 · Tuesday

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  1. 研究用因果追踪区分间接提示注入中的可读信号与有效干预

    用因果追踪区分间接提示注入中的角色可读性与有效干预

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen-2.5-7B, Qwen-2.5-1.5B, Llama-3.1-8B and others8
    Abstract作者称源角色先于强工具选择效应可读,有效编辑还取决于位置、长度和方向来源。

    在权重固定的白盒模型上,源角色可以先被读出。沿相关方向的编辑是否改变行为,要在目标位点上另测。。

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  2. 研究揭示工具智能体中越狱上下文残留导致的安全路由分化

    用配对续写与激活修补分析工具智能体越狱后的安全路由

    Published
    Setting
    AI Agent
    Evaluated models
    Qwen3-14B, Qwen3.5-9B, Qwen3.5-27B and others8
    Abstract越狱后的同一安全反馈在八个工具智能体上分成三条路由,因果集中在最后几层并可作预测基线。

    这篇工作把越狱上下文残留之后的运行时安全反馈,做成工具智能体上的三路路由问题,并用激活修补给这个路由一个晚层的因果位点。作者认为,反馈可能恢复合法执行、留下未授权动作,或误伤良性流程,而现有攻击、基准和静态护栏没有在固定历史上把这三种结局分开。配对续写因此从同一冻结检查点分别接中性提醒 N 和安全反馈 S,并交叉保留越狱 J+ 与中和越狱 J0。

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