Generative Adversarial Trainer: Defense to Adversarial Perturbations with GAN

Hyeungill Lee, Sungyeob Han, Jungwoo Lee

We propose a novel technique to make neural network robust to adversarial examples using a generative adversarial network. We alternately train both classifier and generator networ…