Translation in progress Some entries still include text in the original language.
Oct 12 · Monday
Another 305 papers do not have category tags yet and are not included in filtered results.
“
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 ENDOPROMPT，以受害者侧伪参考学习降低良性任务效用的前缀
Published Sep 24
Evaluated models Qwen2.5-7B , Llama-3.1-8B , Mistral-7B-v0.3 and others4 Abstract 作者用受害模型续写监督良性效用攻击，并把行为位移、任务退化与请求匹配效果分开评测。ENDOPROMPT 是一种用受害模型自身续写监督前缀生成的 white-box 效用攻击方法。 它针对良性任务失败，不要求产生有害内容或明确拒答。
提出 SKILLBLOAT，改写技能文档放大编码 Agent token 消耗
Published Aug 22
Evaluated models GLM-4.7-Flash , GLM-5 , GPT-5.4 Mini and others4 提出针对 Agent 护栏的推理扩展拒绝服务攻击
Published Jun 12
Evaluated models TS-Guard-8B , Qwen3.5-9B , DeepSeek-V3.2 and others11 提出层级遗传算法 HGA，扰动题目逻辑结构诱发推理模型过度思考
Published May 13
Evaluated models DeepSeek-R1 (671B) , Qwen3-Thinking , GPT-o3 and others5 Abstract HGA 在黑盒推理模型上用逻辑扰动拉长输出，作者称可从小代理迁移，查询成本是其局限。
提出 DAERT，以仿真失败为奖励生成多样对抗指令，暴露 VLA 的语言脆弱性
Published Apr 7
Evaluated models π0 , OpenVLA , OpenVLA-7B and others5 提出 SABER，用强化学习攻击器在预算内改写指令使 VLA 任务失败
Published Mar 26
Evaluated models π0-LIBERO , π0.5 , X-VLA and others6 You have reached the end