Initializing Perturbations in Multiple Directions for Fast Adversarial Training

Xunguang Wang, Ship Peng Xu, Eric Ke Wang

Recent developments in the filed of Deep Learning have demonstrated that Deep Neural Networks(DNNs) are vulnerable to adversarial examples. Specifically, in image classification, a…