Utilizing Adversarial Targeted Attacks to Boost Adversarial Robustness

Uriya Pesso, Koby Bibas, Meir Feder

Adversarial attacks have been shown to be highly effective at degrading the performance of deep neural networks (DNNs). The most prominent defense is adversarial training, a method…