A General Framework For Detecting Anomalous Inputs to DNN Classifiers

Jayaram Raghuram, Varun Chandrasekaran, Somesh Jha +1

Detecting anomalous inputs, such as adversarial and out-of-distribution (OOD) inputs, is critical for classifiers (including deep neural networks or DNNs) deployed in real-world ap…