DNN testing

Efficient Online Testing for DNN-Enabled Systems using Surrogate-Assisted and Many-Objective Optimization

With the recent advances of Deep Neural Networks (DNNs) in real-world applications, such as Automated Driving Systems (ADS) for self-driving cars, ensuring the reliability and safety of such DNN-enabled Systems emerges as a fundamental topic in …