COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability

COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability

13 February 2024

Papers citing "COLD-Attack: Jailbreaking LLMs with Stealthiness and Controllability"

19 / 19 papers shown

Title
Demystifying optimized prompts in language models Rimon Melamed Lucas H. McCabe H. H. Huang 31 0 0 04 May 2025
Cannot See the Forest for the Trees: Invoking Heuristics and Biases to Elicit Irrational Choices of LLMs Haoming Yang Ke Ma X. Jia Yingfei Sun Qianqian Xu Q. Huang AAML 36 0 0 03 May 2025
JailbreaksOverTime: Detecting Jailbreak Attacks Under Distribution Shift Julien Piet Xiao Huang Dennis Jacob Annabella Chow Maha Alrashed Geng Zhao Zhanhao Hu Chawin Sitawarin Basel Alomair David A. Wagner AAML 55 0 0 28 Apr 2025
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 54 0 0 25 Apr 2025
Misaligned Roles, Misplaced Images: Structural Input Perturbations Expose Multimodal Alignment Blind Spots Erfan Shayegani G M Shahariar Sara Abdali Lei Yu Nael B. Abu-Ghazaleh Yue Dong AAML 34 0 0 01 Apr 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia X. Zhang AAML 28 0 0 27 Feb 2025
GuardReasoner: Towards Reasoning-based LLM Safeguards Yue Liu Hongcheng Gao Shengfang Zhai Jun-Xiong Xia Tianyi Wu Zhiwei Xue Y. Chen Kenji Kawaguchi Jiaheng Zhang Bryan Hooi AI4TS LRM 101 13 0 30 Jan 2025
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search Xuan Chen Yuzhou Nie Wenbo Guo Xiangyu Zhang 85 9 0 28 Jan 2025
DiffusionAttacker: Diffusion-Driven Prompt Manipulation for LLM Jailbreak Hao Wang Hao Li Junda Zhu Xinyuan Wang C. Pan Minlie Huang Lei Sha 34 0 0 23 Dec 2024
SQL Injection Jailbreak: A Structural Disaster of Large Language Models Jiawei Zhao Kejiang Chen W. Zhang Nenghai Yu AAML 31 0 0 03 Nov 2024
Iterative Self-Tuning LLMs for Enhanced Jailbreaking Capabilities Chung-En Sun Xiaodong Liu Weiwei Yang Tsui-Wei Weng Hao Cheng Aidan San Michel Galley Jianfeng Gao 24 2 0 24 Oct 2024
Endless Jailbreaks with Bijection Learning Brian R. Y. Huang Maximilian Li Leonard Tang AAML 43 5 0 02 Oct 2024
A Block Metropolis-Hastings Sampler for Controllable Energy-based Text Generation Jarad Forristal Niloofar Mireshghallah Greg Durrett Taylor Berg-Kirkpatrick 94 2 0 07 Dec 2023
FigStep: Jailbreaking Large Vision-Language Models via Typographic Visual Prompts Yichen Gong Delong Ran Jinyuan Liu Conglei Wang Tianshuo Cong Anyu Wang Sisi Duan Xiaoyun Wang MLLM 113 116 0 09 Nov 2023
Controlled Text Generation with Natural Language Instructions Wangchunshu Zhou Yuchen Eleanor Jiang Ethan Gotlieb Wilcox Ryan Cotterell Mrinmaya Sachan 136 84 0 27 Apr 2023
Improving alignment of dialogue agents via targeted human judgements Amelia Glaese Nat McAleese Maja Trkebacz John Aslanides Vlad Firoiu ... John F. J. Mellor Demis Hassabis Koray Kavukcuoglu Lisa Anne Hendricks G. Irving ALM AAML 214 495 0 28 Sep 2022
Diffusion-LM Improves Controllable Text Generation Xiang Lisa Li John Thickstun Ishaan Gulrajani Percy Liang Tatsunori B. Hashimoto AI4CE 163 537 0 27 May 2022
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 301 11,730 0 04 Mar 2022
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 85 162 0 15 Apr 2021