Improving Gradient Regularization using Complex-Valued Neural Networks

Eric C. Yeats, Yiran Chen, Hai Li

Abstract: Gradient regularization is a neural network defense technique that requires no prior knowledge of an adversarial attack and that brings only limited increase in training computational complexity. A...