Advancing the Robustness of Large Language Models through Self-Denoised Smoothing

18 April 2024

Papers citing "Advancing the Robustness of Large Language Models through Self-Denoised Smoothing"

5 / 5 papers shown

Title
Tougher Text, Smarter Models: Raising the Bar for Adversarial Defence Benchmarks Yang Wang Chenghua Lin ELM 28 0 0 05 Jan 2025
Enhancing the Capability and Robustness of Large Language Models through Reinforcement Learning-Driven Query Refinement Zisu Huang Xiaohua Wang Feiran Zhang Zhibo Xu Cenyuan Zhang Xiaoqing Zheng Xuanjing Huang AAML LRM 19 3 0 01 Jul 2024
A safety realignment framework via subspace-oriented model fusion for large language models Xin Yi Shunfan Zheng Linlin Wang Xiaoling Wang Liang He 35 20 0 15 May 2024
Gradient-based Adversarial Attacks against Text Transformers Chuan Guo Alexandre Sablayrolles Hervé Jégou Douwe Kiela SILM 95 225 0 15 Apr 2021
FreeLB: Enhanced Adversarial Training for Natural Language Understanding Chen Zhu Yu Cheng Zhe Gan S. Sun Tom Goldstein Jingjing Liu AAML 205 430 0 25 Sep 2019