Semi-Implicit Hybrid Gradient Methods with Application to Adversarial Robustness

Beomsu Kim, Junghoon Seo

Adversarial examples, crafted by adding imperceptible perturbations to natural inputs, can easily fool deep neural networks (DNNs). One of the most successful methods for training…