DAFAR: Defending against Adversaries by Feedback-Autoencoder Reconstruction

Deep learning has shown impressive performance on challenging perceptual tasks and has been widely used in software to provide intelligent services. However, researchers found deep neural networks vulnerable to adversarial examples.