On Accelerating Deep Neural Network Mutation Analysis by Neuron and Mutant Clustering

Lauren Lyons, Ali Ghanbari

Mutation analysis of deep neural networks (DNNs) is a promising method for effective evaluation of test data quality and model robustness, but it can be computationally expensive,…