MAD-VAE: Manifold Awareness Defense Variational Autoencoder

Frederick Morlock, Dingsu Wang

Although deep generative models such as Defense-GAN and Defense-VAE have made significant progress in terms of adversarial defenses of image classification neural networks, several…