Misbehaviour prediction for autonomous driving systems
Andrea Stocco, Michael A. Weiss, Marco Calzana, Paolo Tonella · 2020
Deep Neural Networks (DNNs) are the core component of modern autonomous driving systems. To date, it is still unrealistic that a DNN will generalize correctly to all driving conditions. Current testing techniques consist of offline solutions that identify adversarial or corner cases for improving the training phase.