A Closer Look at Accuracy vs. Robustness

Yao-Yuan Yang, Cyrus Rashtchian, Hongyang Zhang +2

Current methods for training robust networks lead to a drop in test accuracy, which has led prior works to posit that a robustness-accuracy tradeoff may be inevitable in deep learn…