Distribution-Aware Testing of Neural Networks Using Generative Models

Swaroopa Dola, Matthew B. Dwyer, Mary Lou Soffa

The reliability of software that has a Deep Neural Network (DNN) as a component is urgently important today given the increasing number of critical applications being deployed with…