LLM Safety Alignment is Divergence Estimation in Disguise
Authors: Rajdeep Haldar, Ziyi Wang, Qifan Song, Guang Lin, Yue Xing | Published: 2025-02-02
プロンプトインジェクション
Smoothed Embeddings for Robust Language Models
Authors: Ryo Hase, Md Rafi Ur Rashid, Ashley Lewis, Jing Liu, Toshiaki Koike-Akino, Kieran Parsons, Ye Wang | Published: 2025-01-27
Latent-space adversarial training with post-aware calibration for defending large language models against jailbreak attacks
Authors: Xin Yi, Yue Li, Linlin Wang, Xiaoling Wang, Liang He | Published: 2025-01-18
Computing Optimization-Based Prompt Injections Against Closed-Weights Models By Misusing a Fine-Tuning API
Authors: Andrey Labunets, Nishit V. Pandya, Ashish Hooda, Xiaohan Fu, Earlence Fernandes | Published: 2025-01-16
A Survey on Responsible LLMs: Inherent Risk, Malicious Use, and Mitigation Strategy
Authors: Huandong Wang, Wenjie Fu, Yingzhou Tang, Zhilong Chen, Yuxi Huang, Jinghua Piao, Chen Gao, Fengli Xu, Tao Jiang, Yong Li | Published: 2025-01-16
Unveiling Provider Bias in Large Language Models for Code Generation
Authors: Xiaoyu Zhang, Juan Zhai, Shiqing Ma, Qingshuang Bao, Weipeng Jiang, Chao Shen, Yang Liu | Published: 2025-01-14
Automating the Detection of Code Vulnerabilities by Analyzing GitHub Issues
Authors: Daniele Cipollone, Changjie Wang, Mariano Scazzariello, Simone Ferlin, Maliheh Izadi, Dejan Kostic, Marco Chiesa | Published: 2025-01-09
SpaLLM-Guard: Pairing SMS Spam Detection Using Open-source and Commercial LLMs
Authors: Muhammad Salman, Muhammad Ikram, Nardine Basta, Mohamed Ali Kaafar | Published: 2025-01-09
Jailbreaking Multimodal Large Language Models via Shuffle Inconsistency
Authors: Shiji Zhao, Ranjie Duan, Fengxiang Wang, Chi Chen, Caixin Kang, Jialing Tao, YueFeng Chen, Hui Xue, Xingxing Wei | Published: 2025-01-09
Exploring Large Language Models for Semantic Analysis and Categorization of Android Malware
Authors: Brandon J Walton, Mst Eshita Khatun, James M Ghawaly, Aisha Ali-Gombe | Published: 2025-01-08