Constraining Logits by Bounded Function for Adversarial Robustness

Sekitoshi Kanai, Masanori Yamada, Shin'ya Yamaguchi +2

We propose a method for improving adversarial robustness by addition of a new bounded function just before softmax. Recent studies hypothesize that small logits (inputs of softmax)…