Efficient Training of Robust Decision Trees Against Adversarial Examples

Daniël Vos, Sicco Verwer

Abstract: Current state-of-the-art algorithms for training robust decision trees have high runtime costs and require hours to run. We present GROOT, an efficient algorithm for training robust decision trees ...