Improving Global Adversarial Robustness Generalization With Adversarially Trained GAN

Desheng Wang, Weidong Jin, Yunpu Wu +1

Convolutional neural networks (CNNs) have achieved beyond human-level accuracy in the image classification task and are widely deployed in real-world environments. However, CNNs sh…