Understanding Adversarial Examples Through Deep Neural Network's Response Surface and Uncertainty Regions

Juan Shu, Bowei Xi, Charles Kamhoua

Deep neural network (DNN) is a popular model implemented in many systems to handle complex tasks such as image classification, object recognition, natural language processing etc.…