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Oct 12 · Monday
Another 265 papers do not have category tags yet and are not included in filtered results.
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About this collection Collection in progress We are building a large AI safety paper collection to help researchers find work related to their interests. Papers are collected automatically andfiltered only for relevance to AI safety , without judging quality, novelty or reading value. The default “Annotated first” shows papers with tags or published paper analyses first. Each group is ordered by original publication date, newest first, with undated papers last. “Newest first” uses publication dates only. This order is not a quality ranking.
One-line summaries, tags and paper analyses are prepared by AI from the papers. Language models may have systematic biases and produce hallucinations.We plan to carry out human annotation and review to reduce errors in this content.
提出 AMU 按推导图门控企业 Agent 共享记忆的列级访问
Published Oct 6 Abstract 在完整血缘下，AMU 按列权限放行缓存，并标出同名 KPI 冲突。AMU 用列级推导门控共享记忆，拦截经缓存流出的无权敏感列，并标出同名 KPI 的定义冲突。
发布 OVERACT 衡量工具智能体主动越权取数并评测 SELFAUDIT
Published Oct 1
Evaluated models Qwen3.6-Flash , Qwen3.6-Plus , Qwen3.7-Max and others7 Abstract 七模型普遍超额调用。七个来自四个家族的工具调用模型，在保守的字面授权准则下会检索超出请求的私人数据。作者把该行为称为 proactive over-authorization，用 OVERACT 做无 LLM 评审的测量，并用 SELFAUDIT 做不依赖 oracle 的执行前过滤。
评测容器、权限规则与沙箱能否区分编译器与编码 Agent 的文件读取
Published Sep 29 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。
提出 AuthBench 评测编码 Agent 最小权限，并验证充足性-紧缩性分解
Published May 14
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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