Reject Illegal Inputs with Generative Classifier Derived from Any Discriminative Classifier

Xin Wang

Generative classifiers have been shown promising to detect illegal inputs including adversarial examples and out-of-distribution samples. Supervised Deep Infomax~(SDIM) is a scalab…