SafetyNet: Detecting and Rejecting Adversarial Examples Robustly

Jiajun Lu, Theerasit Issaranon, David Forsyth

We describe a method to produce a network where current methods such as DeepFool have great difficulty producing adversarial samples. Our construction suggests some insights into h…