Low Curvature Activations Reduce Overfitting in Adversarial Training

Vasu Singla, Sahil Singla, David Jacobs +1

Adversarial training is one of the most effective defenses against adversarial attacks. Previous works suggest that overfitting is a dominant phenomenon in adversarial training lea…