calibrated adversarial training

Tianjin Huang, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy

Abstract: Adversarial training is an approach of increasing the robustness of models to adversarial attacks by including adversarial examples in the training set. One major challenge of producing adversarial...