Sample Efficient Detection and Classification of Adversarial Attacks via Self-Supervised Embeddings

Mazda Moayeri, Soheil Feizi

Adversarial robustness of deep models is pivotal in ensuring safe deployment in real world settings, but most modern defenses have narrow scope and expensive costs. In this paper,…