Search-based DNN Testing and Retraining with GAN-enhanced Simulations

Mohammed Oualid Attaoui, Fabrizio Pastore, Lionel Briand

In safety-critical systems (e.g., autonomous vehicles and robots), Deep Neural Networks (DNNs) are becoming a key component for computer vision tasks, particularly semantic segment…