278 citations · 846 across the 26 of their papers we have counts for
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cs.LG2019★ 5 cited
Square Attack: a query-efficient black-box adversarial attack via random search
Maksym Andriushchenko, Francesco Croce, Nicolas Flammarion +1
We propose the Square Attack, a score-based black-box - and -adversarial attack that does not rely on local gradient information and thus is not affected by gradient…
cs.LG2019★ 37 cited
Provably Robust Boosted Decision Stumps and Trees against Adversarial Attacks
Maksym Andriushchenko, Matthias Hein
The problem of adversarial robustness has been studied extensively for neural networks. However, for boosted decision trees and decision stumps there are almost no results, even th…