A Statistical Defense Approach for Detecting Adversarial Examples

Alessandro Cennamo, Ido Freeman, Anton Kummert

Adversarial examples are maliciously modified inputs created to fool deep neural networks (DNN). The discovery of such inputs presents a major issue to the expansion of DNN-based s…