Generating and Detecting True Ambiguity: A Forgotten Danger in DNN Supervision Testing

Michael Weiss, André García Gómez, Paolo Tonella

Deep Neural Networks (DNNs) are becoming a crucial component of modern software systems, but they are prone to fail under conditions that are different from the ones observed durin…