Adaptive Smoothness-weighted Adversarial Training for Multiple Perturbations with Its Stability Analysis

Jiancong Xiao, Zeyu Qin, Yanbo Fan +3

Adversarial Training (AT) has been demonstrated as one of the most effective methods against adversarial examples. While most existing works focus on AT with a single type of pertu…