Weiming Xiang

NNV: The Neural Network Verification Tool for Deep Neural Networks and\n Learning-Enabled Cyber-Physical Systems

2020 · arXiv (Cornell University)

This paper presents the Neural Network Verification (NNV) software tool, a\nset-based verification framework for deep neural networks (DNNs) and\nlearning-enabled cyber-physical systems (CPS). The crux of NNV is a collection\nof reachability algorithms that make use of …