When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture
Published in NeurIPS 2022 (Spotlight, Top 5%) (First work to improve adversarial robustness of ViTs), 2022
Spotlight paper at NeurIPS 2022. Professor John Hopcroft described this as the first work to improve adversarial robustness for vision transformers.
Yichuan Mo, Dongxian Wu, Yifei Wang, Yiwen Guo, and Yisen Wang. (2022). "When Adversarial Training Meets Vision Transformers: Recipes from Training to Architecture." NeurIPS 2022.