Robust Decision Trees Against Adversarial Examples

Hongge Chen, Huan Zhang, Duane S. Boning, Cho-Jui Hsieh

Abstract: Although adversarial examples and model robust-ness have been extensively studied in the context of neural networks, research on this issue in tree-based models and how to make tree-based models ro...