Modeste Atsague

Improving Adversarial Robustness with Hypersphere Embedding and Angular-Based Regularizations

Adversarial training (AT) methods have been found to be effective against adversarial attacks on deep neural networks. Many variants of AT have been proposed to improve its performance. Pang et al. [1] have recently shown that incorporating hypersphere embedding (HE) into the existing AT procedures…