Uyeong Jang

Reinforcing Adversarial Robustness using Model Confidence Induced by Adversarial Training

2017 · arXiv (Cornell University)

In this paper we study leveraging confidence information induced by adversarial training to reinforce adversarial robustness of a given adversarially trained model. A natural measure of confidence is $\|F({\bf x})\|_\infty$ (i.e. how confident $F$ is …