Symmetry Defense Against XGBoost Adversarial Perturbation Attacks

Blerta Lindqvist

We examine whether symmetry can be used to defend tree-based ensemble classifiers such as gradient-boosting decision trees (GBDTs) against adversarial perturbation attacks. The ide…