1 code implementation • 20 May 2023 • Yu-Yu Wu, Hung-Jui Wang, Shang-Tse Chen
To address this issue and enhance adversarial robustness, we analyze the characteristics of robust models and identify that robust models tend to produce smoother and well-calibrated outputs.
1 code implementation • 18 Aug 2022 • Hung-Jui Wang, Yu-Yu Wu, Shang-Tse Chen
In this work, we propose Diversified Weight Pruning (DWP), a novel model augmentation technique for generating transferable targeted attacks.