Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training

Xi Wu, Uyeong Jang, Jiefeng Chen, Lingjiao Chen, Somesh Jha

Abstract: In this paper we study leveraging <em>confidence information</em> induced by adversarial training to reinforce adversarial robustness of a given adversarially trained model. A natural measure of co...