Faster Repeated Evasion Attacks in Tree Ensembles

Lorenzo Cascioli, Laurens Devos, Ondřej Kuželka +1

Tree ensembles are one of the most widely used model classes. However, these models are susceptible to adversarial examples, i.e., slightly perturbed examples that elicit a mispred…