NeuronFair: Interpretable White-Box Fairness Testing through Biased Neuron Identification

Haibin Zheng, Zhiqing Chen, Tianyu Du +6

Deep neural networks (DNNs) have demonstrated their outperformance in various domains. However, it raises a social concern whether DNNs can produce reliable and fair decisions espe…