Provably Robust Boosted Decision Stumps and Trees
against Adversarial Attacks
Maksym Andriushchenko Matthias Hein
University of Tübingen University of Tübingen
maksym.andriushchenko@uni-tuebingen.de matthias.hein@uni-tuebingen.de
Abstract
The problem of adversarial robustness has been studied extensively for neural
networks. However, for boosted decision trees and decision stumps there are almost
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