Goal-Oriented Prompt Attack and Safety Evaluation for LLMs

Goal-Oriented Prompt Attack and Safety Evaluation for LLMs

21 September 2023

Chengyuan Liu

Fubang Zhao

Changlong Sun

Papers citing "Goal-Oriented Prompt Attack and Safety Evaluation for LLMs"

16 / 16 papers shown

Title
SecReEvalBench: A Multi-turned Security Resilience Evaluation Benchmark for Large Language Models Huining Cui Wei Liu AAML ELM 23 0 0 12 May 2025
Toward Generalizable Evaluation in the LLM Era: A Survey Beyond Benchmarks Yixin Cao Shibo Hong X. Li Jiahao Ying Yubo Ma ... Juanzi Li Aixin Sun Xuanjing Huang Tat-Seng Chua Yu Jiang ALM ELM 84 0 0 26 Apr 2025
GuidedBench: Equipping Jailbreak Evaluation with Guidelines Ruixuan Huang Xunguang Wang Zongjie Li Daoyuan Wu Shuai Wang ALM ELM 55 0 0 24 Feb 2025
Recent advancements in LLM Red-Teaming: Techniques, Defenses, and Ethical Considerations Tarun Raheja Nilay Pochhi AAML 46 1 0 09 Oct 2024
SoK: Towards Security and Safety of Edge AI Tatjana Wingarz Anne Lauscher Janick Edinger Dominik Kaaser Stefan Schulte Mathias Fischer 27 0 0 07 Oct 2024
SEAS: Self-Evolving Adversarial Safety Optimization for Large Language Models Muxi Diao Rumei Li Shiyang Liu Guogang Liao Jingang Wang Xunliang Cai Weiran Xu AAML 49 1 0 05 Aug 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 34 79 0 05 Jul 2024
JailbreakZoo: Survey, Landscapes, and Horizons in Jailbreaking Large Language and Vision-Language Models Haibo Jin Leyang Hu Xinuo Li Peiyan Zhang Chonghan Chen Jun Zhuang Haohan Wang PILM 36 26 0 26 Jun 2024
Knowledge-to-Jailbreak: One Knowledge Point Worth One Attack Shangqing Tu Zhuoran Pan Wenxuan Wang Zhexin Zhang Yuliang Sun Jifan Yu Hongning Wang Lei Hou Juanzi Li ALM 42 1 0 17 Jun 2024
A Safe Harbor for AI Evaluation and Red Teaming Shayne Longpre Sayash Kapoor Kevin Klyman Ashwin Ramaswami Rishi Bommasani ... Daniel Kang Sandy Pentland Arvind Narayanan Percy Liang Peter Henderson 49 37 0 07 Mar 2024
A Chinese Dataset for Evaluating the Safeguards in Large Language Models Yuxia Wang Zenan Zhai Haonan Li Xudong Han Lizhi Lin Zhenxuan Zhang Jingru Zhao Preslav Nakov Timothy Baldwin 34 9 0 19 Feb 2024
A StrongREJECT for Empty Jailbreaks Alexandra Souly Qingyuan Lu Dillon Bowen Tu Trinh Elvis Hsieh ... Pieter Abbeel Justin Svegliato Scott Emmons Olivia Watkins Sam Toyer 17 64 0 15 Feb 2024
Prompt Packer: Deceiving LLMs through Compositional Instruction with Hidden Attacks Shuyu Jiang Xingshu Chen Rui Tang 19 22 0 16 Oct 2023
GLM-130B: An Open Bilingual Pre-trained Model Aohan Zeng Xiao Liu Zhengxiao Du Zihan Wang Hanyu Lai ... Jidong Zhai Wenguang Chen Peng-Zhen Zhang Yuxiao Dong Jie Tang BDL LRM 242 1,070 0 05 Oct 2022
Understanding the Capabilities, Limitations, and Societal Impact of Large Language Models Alex Tamkin Miles Brundage Jack Clark Deep Ganguli AILaw ELM 192 253 0 04 Feb 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 275 1,583 0 18 Sep 2019