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Oct 12 · Monday

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  1. Abstract此 harness 表达不了编译器可读而智能体不可读,五条路径两边都不覆盖。

    作者在物理流求解器上检查一套编码智能体配置:编译器必须读本组材料与反应模型,这些字节又不得进入模型上下文或离开本机的记录。

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  2. 论文提出 AuthBench 基准,评测编码 Agent 能否推断最小权限边界

    提出 AuthBench 评测编码 Agent 最小权限,并验证充足性-紧缩性分解

    Published
    Evaluated models
    GPT-5, GPT-5.3-Codex, GPT-5.4 and others9
    Abstract论文提出权限边界推断基准与两阶段分解方法,有效降低安全暴露。

    本文研究代码智能体在执行终端任务前自主推断最小文件权限边界的能力。

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  3. How Few-shot Examples Affect Prompt-based Defenses Against LLM Jailbreak Attacks

    分析少样本示范对 RoP 与 ToP 提示防御抗越狱效果的影响

    Published
    Evaluated models
    Pangu-Embedded-1B, Pangu-Embedded-7B, Pangu-Embedded-7B-Think and others9
    Abstractfew-shot 可抬高 RoP、压低 ToP,但表内有反号,Think 模型更低。

    作者评估 few-shot 示范如何改变 RoP 与 ToP 对越狱的防御效果。

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