Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models
and Their Defenses

Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses

3 June 2024

Papers citing "Improved Few-Shot Jailbreaking Can Circumvent Aligned Language Models and Their Defenses"

11 / 11 papers shown

Title
RAG LLMs are Not Safer: A Safety Analysis of Retrieval-Augmented Generation for Large Language Models Bang An Shiyue Zhang Mark Dredze 61 0 0 25 Apr 2025
Jailbreak Detection in Clinical Training LLMs Using Feature-Based Predictive Models Tri Nguyen Lohith Srikanth Pentapalli Magnus Sieverding Laurah Turner Seth Overla ... Michael Gharib Matt Kelleher Michael Shukis Cameron Pawlik Kelly Cohen 53 0 0 21 Apr 2025
MAD-MAX: Modular And Diverse Malicious Attack MiXtures for Automated LLM Red Teaming Stefan Schoepf Muhammad Zaid Hameed Ambrish Rawat Kieran Fraser Giulio Zizzo Giandomenico Cornacchia Mark Purcell 37 0 0 08 Mar 2025
SQL Injection Jailbreak: A Structural Disaster of Large Language Models Jiawei Zhao Kejiang Chen Wenbo Zhang Nenghai Yu AAML 40 0 0 03 Nov 2024
Cheating Automatic LLM Benchmarks: Null Models Achieve High Win Rates Xiaosen Zheng Tianyu Pang Chao Du Qian Liu Jing Jiang Min-Bin Lin 44 8 0 09 Oct 2024
SelfDefend: LLMs Can Defend Themselves against Jailbreaking in a Practical Manner Xunguang Wang Daoyuan Wu Zhenlan Ji Zongjie Li Pingchuan Ma Shuai Wang Yingjiu Li Yang Liu Ning Liu Juergen Rahmel AAML 76 8 0 08 Jun 2024
SPML: A DSL for Defending Language Models Against Prompt Attacks Reshabh K Sharma Vinayak Gupta Dan Grossman AAML 54 14 0 19 Feb 2024
SafeDecoding: Defending against Jailbreak Attacks via Safety-Aware Decoding Zhangchen Xu Fengqing Jiang Luyao Niu Jinyuan Jia Bill Yuchen Lin Radha Poovendran AAML 131 85 0 14 Feb 2024
Fight Back Against Jailbreaking via Prompt Adversarial Tuning Yichuan Mo Yuji Wang Zeming Wei Yisen Wang AAML SILM 49 25 0 09 Feb 2024
Red Teaming Language Models to Reduce Harms: Methods, Scaling Behaviors, and Lessons Learned Deep Ganguli Liane Lovitt John Kernion Amanda Askell Yuntao Bai ... Nicholas Joseph Sam McCandlish C. Olah Jared Kaplan Jack Clark 225 446 0 23 Aug 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 313 11,953 0 04 Mar 2022