Don't Say No: Jailbreaking LLM by Suppressing Refusal

25 April 2024

Papers citing "Don't Say No: Jailbreaking LLM by Suppressing Refusal"

16 / 16 papers shown

Title
From job titles to jawlines: Using context voids to study generative AI systems Shahan Ali Memon Soham De Sungha Kang Riyan Mujtaba Bedoor K. AlShebli Katie Davis Jaime Snyder Jevin D. West 12 0 0 16 Apr 2025
TurboFuzzLLM: Turbocharging Mutation-based Fuzzing for Effectively Jailbreaking Large Language Models in Practice Aman Goel Xian Carrie Wu Zhe Wang Dmitriy Bespalov Yanjun Qi 44 0 0 21 Feb 2025
Adversary-Aware DPO: Enhancing Safety Alignment in Vision Language Models via Adversarial Training Fenghua Weng Jian Lou Jun Feng Minlie Huang Wenjie Wang AAML 64 1 0 17 Feb 2025
LLM Content Moderation and User Satisfaction: Evidence from Response Refusals in Chatbot Arena Stefan Pasch 27 0 0 08 Jan 2025
Steering Language Model Refusal with Sparse Autoencoders Kyle O'Brien David Majercak Xavier Fernandes Richard Edgar Jingya Chen Harsha Nori Dean Carignan Eric Horvitz Forough Poursabzi-Sangde LLMSV 52 9 0 18 Nov 2024
SG-Bench: Evaluating LLM Safety Generalization Across Diverse Tasks and Prompt Types Yutao Mou Shikun Zhang Wei Ye ELM 25 0 0 29 Oct 2024
Adversarial Attacks on Large Language Models Using Regularized Relaxation Samuel Jacob Chacko Sajib Biswas Chashi Mahiul Islam Fatema Tabassum Liza Xiuwen Liu AAML 21 1 0 24 Oct 2024
Multilingual Blending: LLM Safety Alignment Evaluation with Language Mixture Jiayang Song Yuheng Huang Zhehua Zhou Lei Ma 31 6 0 10 Jul 2024
Jailbreak Attacks and Defenses Against Large Language Models: A Survey Sibo Yi Yule Liu Zhen Sun Tianshuo Cong Xinlei He Jiaxing Song Ke Xu Qi Li AAML 21 77 0 05 Jul 2024
Logicbreaks: A Framework for Understanding Subversion of Rule-based Inference Anton Xue Avishree Khare Rajeev Alur Surbhi Goel Eric Wong 34 2 0 21 Jun 2024
No Two Devils Alike: Unveiling Distinct Mechanisms of Fine-tuning Attacks Chak Tou Leong Yi Cheng Kaishuai Xu Jian Wang Hanlin Wang Wenjie Li AAML 38 17 0 25 May 2024
Lockpicking LLMs: A Logit-Based Jailbreak Using Token-level Manipulation Yuxi Li Yi Liu Yuekang Li Ling Shi Gelei Deng Shengquan Chen Kailong Wang 24 12 0 20 May 2024
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 127 116 0 09 Nov 2023
The Power of Scale for Parameter-Efficient Prompt Tuning Brian Lester Rami Al-Rfou Noah Constant VPVLM 275 3,784 0 18 Apr 2021
Fine-Tuning Language Models from Human Preferences Daniel M. Ziegler Nisan Stiennon Jeff Wu Tom B. Brown Alec Radford Dario Amodei Paul Christiano G. Irving ALM 273 1,561 0 18 Sep 2019
Adversarial Machine Learning at Scale Alexey Kurakin Ian Goodfellow Samy Bengio AAML 253 3,102 0 04 Nov 2016