Distributed Adversarial Training to Robustify Deep Neural Networks at Scale

Gaoyuan Zhang, Songtao Lu, Yihua Zhang +7

Current deep neural networks (DNNs) are vulnerable to adversarial attacks, where adversarial perturbations to the inputs can change or manipulate classification. To defend against…