Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification

Arslan Ali, Andrea Migliorati, Tiziano Bianchi +1

Deep learning has shown outstanding performance in several applications including image classification. However, deep classifiers are known to be highly vulnerable to adversarial a…