Title
SafeMERGE: Preserving Safety Alignment in Fine-Tuned Large Language Models via Selective Layer-Wise Model Merging Aladin Djuhera S. Kadhe Farhan Ahmed Syed Zawad Holger Boche MoMe 46 0 0 21 Mar 2025
Layer-Aware Task Arithmetic: Disentangling Task-Specific and Instruction-Following Knowledge Yan-Lun Chen Yi-Ru Wei Chia-Yi Hsu Chia-Mu Yu Chun-ying Huang Ying-Dar Lin Yu-Sung Wu Wei-Bin Lee MoMe KELM 48 0 0 27 Feb 2025
Foot-In-The-Door: A Multi-turn Jailbreak for LLMs Zixuan Weng Xiaolong Jin Jinyuan Jia X. Zhang AAML 38 0 0 27 Feb 2025
BoT: Breaking Long Thought Processes of o1-like Large Language Models through Backdoor Attack Zihao Zhu Hongbao Zhang Mingda Zhang Ruotong Wang Guanzong Wu Ke Xu Baoyuan Wu AAML LRM 46 4 0 16 Feb 2025
Process Reward Model with Q-Value Rankings W. Li Yixuan Li LRM 39 13 0 15 Oct 2024
AdvBDGen: Adversarially Fortified Prompt-Specific Fuzzy Backdoor Generator Against LLM Alignment Pankayaraj Pathmanathan Udari Madhushani Sehwag Michael-Andrei Panaitescu-Liess Furong Huang SILM AAML 35 0 0 15 Oct 2024
JailbreakEval: An Integrated Toolkit for Evaluating Jailbreak Attempts Against Large Language Models Delong Ran Jinyuan Liu Yichen Gong Jingyi Zheng Xinlei He Tianshuo Cong Anyu Wang ELM 29 10 0 13 Jun 2024
Adversarial Tuning: Defending Against Jailbreak Attacks for LLMs Fan Liu Zhao Xu Hao Liu AAML 37 9 0 07 Jun 2024
Safe LoRA: the Silver Lining of Reducing Safety Risks when Fine-tuning Large Language Models Chia-Yi Hsu Yu-Lin Tsai Chih-Hsun Lin Pin-Yu Chen Chia-Mu Yu Chun-ying Huang 31 30 0 27 May 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 41 17 0 25 May 2024
ARGS: Alignment as Reward-Guided Search Maxim Khanov Jirayu Burapacheep Yixuan Li 20 43 0 23 Jan 2024
Hijacking Large Language Models via Adversarial In-Context Learning Yao Qiang Xiangyu Zhou Dongxiao Zhu 25 27 0 16 Nov 2023
LoRA Fine-tuning Efficiently Undoes Safety Training in Llama 2-Chat 70B Simon Lermen Charlie Rogers-Smith Jeffrey Ladish ALM 7 80 0 31 Oct 2023
Privacy in Large Language Models: Attacks, Defenses and Future Directions Haoran Li Yulin Chen Jinglong Luo Yan Kang Xiaojin Zhang Qi Hu Chunkit Chan Yangqiu Song PILM 30 39 0 16 Oct 2023
Sparks of Artificial General Intelligence: Early experiments with GPT-4 Sébastien Bubeck Varun Chandrasekaran Ronen Eldan J. Gehrke Eric Horvitz ... Scott M. Lundberg Harsha Nori Hamid Palangi Marco Tulio Ribeiro Yi Zhang ELM AI4MH AI4CE ALM 197 2,953 0 22 Mar 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 301 11,730 0 04 Mar 2022