most citedAdversarial Example Detection in Deployed Tree Ensembles

2 citations · 2 across the 2 of their papers we have counts for

collaborators

2 papers

cs.LG2024

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…

cs.LG2022★ 2 cited

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…