Adversarial Example Detection in Deployed Tree Ensembles

Laurens Devos, Wannes Meert, Jesse Davis

Tree ensembles are powerful models that are widely used. However, they are susceptible to adversarial examples, which are examples that purposely constructed to elicit a mispredict…