Many-Objective Search-Based Coverage-Guided Automatic Test Generation for Deep Neural Networks

Dongcheng Li, W. Eric Wong, Hu Liu +1

To ensure the reliability of DNN systems and address the test generation problem for neural networks, this paper proposes a fuzzing test generation technique based on many-objectiv…