An Orthogonal Classifier for Improving the Adversarial Robustness of Neural Networks

Cong Xu, Xiang Li, Min Yang

Neural networks are susceptible to artificially designed adversarial perturbations. Recent efforts have shown that imposing certain modifications on classification layer can improv…