Training Ensembles to Detect Adversarial Examples

Alexander Bagnall, Razvan Bunescu, Gordon Stewart

We propose a new ensemble method for detecting and classifying adversarial examples generated by state-of-the-art attacks, including DeepFool and C&W. Our method works by training…