IBM Research AI, Yorktown Heights, NY 10598; Massachusetts Institute of Technology, Cambridge, MA 02139; Tencent AI Lab, Bellevue, WA 98004; University of California, Davis, CA 95616
Tsui-Wei Weng, Huan Zhang, Pin-Yu Chen, Jinfeng Yi, Dong Su, Yupeng Gao, Cho-Jui Hsieh, Luca Daniel
robustness;adversarial machine learning;neural network;extreme value theory;adversarial example;adversarial perturbation
Evaluating the Robustness of Neural Networks: An Extreme Value Theory Approach