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Oct 12 · Monday
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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 PAA 方法，在边界动作前审计长流程智能体的分阶段提示注入
Published Oct 4
Evaluated models Claude Code (v2.1.172, Claude Sonnet 5) , Codex CLI (v0.144.0, GPT-5.5) Abstract 论文针对长流程注入提出边界动作审计与 PAA，在保持低误阻的同时实现高拦截率。本研究针对长流程智能体在执行任务时面临的分阶段间接提示注入威胁，提出了在动作生效前进行拦截的边界动作审计框架与路径对齐归因方法。
提出 ClawSentry 多层监控网关，在技能准入和运行时拦截恶意技能与隐藏指令
Published Aug 21
Evaluated models Codex/GPT-5.4 , Codex/GPT-5.5 , Claude Code/GLM-5.1 and others6 Abstract ClawSentry 用包准入、三级运行时门控和反绕过，压低 skill 攻击并保住干净任务。ClawSentry 是挂在智能体运行时之外的安全监督网关，用来同时盖住 skill 执行的多个生命周期边界，并把已被拒绝的效果记到会话里。
Proposes MTGuard, which blocks unsafe tool calls by comparing MCP call declarations with execution traces.
Published Jul 28
Evaluated models DeepSeek-V4-Flash , DeepSeek-V4-Pro , GPT-5.6 Luna 提出企业级检测系统 ADR，识别编程 Agent 的提示注入与恶意 MCP
Published May 17 Abstract 提出了端点因果遥测、两级在线分流与离线红队闭环的 ADR 系统，并在生产环境中验证了有效性。
提出 VIGIL 先验证后提交，防御 Agent 工具流注入
Published Jan 9
Evaluated models Qwen3-max , Gemini-2.5-pro Abstract VIGIL 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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