Improving the Robustness of Deep Convolutional Neural Networks Through Feature Learning

Jin Ding, Jie-Chao Zhao, Yong-Zhi Sun +3

Deep convolutional neural network (DCNN for short) models are vulnerable to examples with small perturbations. Adversarial training (AT for short) is a widely used approach to enha…