IEEE

On the Adversarial Robustness of Decision Trees and a Symmetry Defense

Abstract: Gradient-boosting decision tree classifiers (GBDTs) are susceptible to adversarial perturbation attacks that change inputs slightly to cause misclassification. GBDTs are customarily used on ...