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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.
提出利用共享冷却的跨租户干扰攻击，并设计租户隔离机制
Published Oct 4 Abstract 揭示网关共享冷却漏洞，提出来源检查与租户隔离防御。
提出 ASA 与 AttestMCP，度量并降低 LLM 对输入序列扰动的敏感
Published Oct 2
Evaluated models Gemma-3-27B-Instruct , Gemma-3-4B-Instruct , Llama-3.2-3B-Instruct and others12 提出工具型 Agent 的自适应攻击 DART 与预执行防御 SAGE
Published Sep 28
Evaluated models GPT-5.6 Luna , GPT-5.6 Terra , Gemini 3.8 Flash and others5 Abstract 论文提出状态控制框架 SEAD、攻击 DART 与防御 SAGE，实验显示执行反馈与环境探测在攻防交互中具有关键作用。
提出 FLOWSEAL，用工具级信息流控制阻断智能体隐私泄露
Published Sep 12
Evaluated models DeepSeek-V3.2 , GPT-4.1-mini , Gemini-Flash-2.5 Abstract 作者分析大模型智能体隐私检查与攻击面重合问题，提出外部拦截防御 FLOWSEAL 并验证有效性。
提出 AP2 支付协议的 Whisper 攻击与 A-VIP 绑定防御
Published Sep 11
Evaluated models gemini-2.5-flash-lite , gemini-3.1-flash-lite , gemini-3-flash-preview and others15 Abstract 论文揭示了 AP2 协议决策层受操纵的风险，提出结构化与权能绑定防御 A-VIP，并发布评测基准。
提出 RARE-Guard，阻止逆向观察被提升为指令或已验证声明
Published Jul 14
Evaluated models gpt-5.5 , claude-sonnet-4-6 , gemini-2.5-pro and others5 Abstract 成对二进制衡量无效提升。作者定义的失败是：LLM 辅助逆向中，忠实提取的二进制观察获得它并未赢得的指令权限、声明证据或可信状态。
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