On Extensions of CLEVER: A Neural Network Robustness Evaluation Algorithm

Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen +3

CLEVER (Cross-Lipschitz Extreme Value for nEtwork Robustness) is an Extreme Value Theory (EVT) based robustness score for large-scale deep neural networks (DNNs). In this paper, we…