Scalable and Transferable Black-Box Jailbreaks for Language Models via
Persona Modulation

Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation

6 November 2023

Quentin Feuillade--Montixi

Papers citing "Scalable and Transferable Black-Box Jailbreaks for Language Models via Persona Modulation"

19 / 19 papers shown

Title
Unlearning Sensitive Information in Multimodal LLMs: Benchmark and Attack-Defense Evaluation Vaidehi Patil Yi-Lin Sung Peter Hase Jie Peng Tianlong Chen Mohit Bansal AAML MU 81 3 0 01 May 2025
Prefill-Based Jailbreak: A Novel Approach of Bypassing LLM Safety Boundary Yakai Li Jiekang Hu Weiduan Sang Luping Ma Jing Xie Weijuan Zhang Aimin Yu Shijie Zhao Qingjia Huang Qihang Zhou AAML 52 0 0 28 Apr 2025
Siege: Autonomous Multi-Turn Jailbreaking of Large Language Models with Tree Search Andy Zhou MU 67 0 0 13 Mar 2025
Making Them a Malicious Database: Exploiting Query Code to Jailbreak Aligned Large Language Models Qingsong Zou Jingyu Xiao Qing Li Zhi Yan Y. Wang Li Xu Wenxuan Wang Kuofeng Gao Ruoyu Li Yong-jia Jiang AAML 123 0 0 21 Feb 2025
When LLM Meets DRL: Advancing Jailbreaking Efficiency via DRL-guided Search Xuan Chen Yuzhou Nie Wenbo Guo Xiangyu Zhang 110 9 0 28 Jan 2025
Refining Input Guardrails: Enhancing LLM-as-a-Judge Efficiency Through Chain-of-Thought Fine-Tuning and Alignment Melissa Kazemi Rad Huy Nghiem Andy Luo Sahil Wadhwa Mohammad Sorower Stephen Rawls AAML 91 2 0 22 Jan 2025
Towards Effective Discrimination Testing for Generative AI Thomas P. Zollo Nikita Rajaneesh Richard Zemel Talia B. Gillis Emily Black 30 1 0 31 Dec 2024
Stealthy Jailbreak Attacks on Large Language Models via Benign Data Mirroring Honglin Mu Han He Yuxin Zhou Yunlong Feng Yang Xu ... Zeming Liu Xudong Han Qi Shi Qingfu Zhu Wanxiang Che AAML 33 1 0 28 Oct 2024
Deciphering the Chaos: Enhancing Jailbreak Attacks via Adversarial Prompt Translation Qizhang Li Xiaochen Yang W. Zuo Yiwen Guo AAML 61 0 0 15 Oct 2024
An Adversarial Perspective on Machine Unlearning for AI Safety Jakub Łucki Boyi Wei Yangsibo Huang Peter Henderson F. Tramèr Javier Rando MU AAML 71 31 0 26 Sep 2024
Differentially Private Kernel Density Estimation Erzhi Liu Jerry Yao-Chieh Hu Alex Reneau Zhao Song Han Liu 56 3 0 03 Sep 2024
"Not Aligned" is Not "Malicious": Being Careful about Hallucinations of Large Language Models' Jailbreak Lingrui Mei Shenghua Liu Yiwei Wang Baolong Bi Jiayi Mao Xueqi Cheng AAML 45 9 0 17 Jun 2024
Voice Jailbreak Attacks Against GPT-4o Xinyue Shen Yixin Wu Michael Backes Yang Zhang AuLLM 31 9 0 29 May 2024
Jailbreaking Leading Safety-Aligned LLMs with Simple Adaptive Attacks Maksym Andriushchenko Francesco Croce Nicolas Flammarion AAML 81 157 0 02 Apr 2024
Alpaca against Vicuna: Using LLMs to Uncover Memorization of LLMs Aly M. Kassem Omar Mahmoud Niloofar Mireshghallah Hyunwoo J. Kim Yulia Tsvetkov Yejin Choi Sherif Saad Santu Rana 47 18 0 05 Mar 2024
Black-Box Access is Insufficient for Rigorous AI Audits Stephen Casper Carson Ezell Charlotte Siegmann Noam Kolt Taylor Lynn Curtis ... Michael Gerovitch David Bau Max Tegmark David M. Krueger Dylan Hadfield-Menell AAML 13 76 0 25 Jan 2024
AttackEval: How to Evaluate the Effectiveness of Jailbreak Attacking on Large Language Models Dong Shu Mingyu Jin Suiyuan Zhu Beichen Wang Zihao Zhou Chong Zhang Yongfeng Zhang ELM 37 12 0 17 Jan 2024
Generative Agents: Interactive Simulacra of Human Behavior J. Park Joseph C. O'Brien Carrie J. Cai Meredith Ringel Morris Percy Liang Michael S. Bernstein LM&Ro AI4CE 215 1,727 0 07 Apr 2023
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 303 11,881 0 04 Mar 2022