Francesco Croce
Francesco Croce
University of Tübingen
Verified email at cs.uni-saarland.de
TitleCited byYear
Provable robustness of ReLU networks via maximization of linear regions
F Croce*, M Andriushchenko*, M Hein
AISTATS 2019, 2018
322018
A randomized gradient-free attack on ReLU networks
F Croce, M Hein
GCPR 2018, 2018
62018
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
F Croce, M Hein
arXiv preprint arXiv:1907.02044, 2019
32019
Scaling up the randomized gradient-free adversarial attack reveals overestimation of robustness using established attacks
F Croce*, J Rauber*, M Hein
International Journal of Computer Vision, 2019
32019
Sparse and Imperceivable Adversarial Attacks
F Croce, M Hein
ICCV 2019, 2019
22019
Square Attack: a query-efficient black-box adversarial attack via random search
M Andriushchenko*, F Croce*, N Flammarion, M Hein
arXiv preprint arXiv:1912.00049, 2019
2019
Provable robustness against all adversarial -perturbations for
F Croce, M Hein
arXiv preprint arXiv:1905.11213, 2019
2019
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Articles 1–7