Understanding the Logit Distributions of Adversarially-Trained Deep Neural Networks

Landan Seguin, Anthony Ndirango, Neeli Mishra +2

Adversarial defenses train deep neural networks to be invariant to the input perturbations from adversarial attacks. Almost all defense strategies achieve this invariance through a…