Featurized Bidirectional GAN: Adversarial Defense via Adversarially Learned Semantic Inference

Ruying Bao, Sihang Liang, Qingcan Wang

Deep neural networks have been demonstrated to be vulnerable to adversarial attacks, where small perturbations intentionally added to the original inputs can fool the classifier. I…