Mitigating Error Amplification in Fast Adversarial Training

Mengnan Zhao, Lihe Zhang, Bo Wang +3

Fast Adversarial Training (FAT) has proven effective in enhancing model robustness by encouraging networks to learn perturbation-invariant representations. However, FAT often suffe…