Sparse Representations Improve Adversarial Robustness of Neural Network Classifiers

Killian Steunou, Théo Druilhe, Sigurd Saue

Deep neural networks perform remarkably well on image classification tasks but remain vulnerable to carefully crafted adversarial perturbations. This work revisits linear dimension…