Smoothness Analysis of Adversarial Training

Sekitoshi Kanai, Masanori Yamada, Hiroshi Takahashi +2

Deep neural networks are vulnerable to adversarial attacks. Recent studies about adversarial robustness focus on the loss landscape in the parameter space since it is related to op…