Adversarial Robustness: Softmax versus Openmax

Andras Rozsa, Manuel Günther, Terrance E. Boult

Deep neural networks (DNNs) provide state-of-the-art results on various tasks and are widely used in real world applications. However, it was discovered that machine learning model…