Smoothed Inference for Adversarially-Trained Models

Yaniv Nemcovsky, Evgenii Zheltonozhskii, Chaim Baskin +4

Deep neural networks are known to be vulnerable to adversarial attacks. Current methods of defense from such attacks are based on either implicit or explicit regularization, e.g.,…