Francesco Croce
Francesco Croce
University of Tübingen
Verified email at cs.uni-saarland.de
Title
Cited by
Cited by
Year
Provable robustness of ReLU networks via maximization of linear regions
F Croce*, M Andriushchenko*, M Hein
AISTATS 2019, 2018
672018
Square Attack: a query-efficient black-box adversarial attack via random search
M Andriushchenko*, F Croce*, N Flammarion, M Hein
ECCV 2020, 2019
282019
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks
F Croce, M Hein
ICML 2020, 2020
272020
Sparse and Imperceivable Adversarial Attacks
F Croce, M Hein
ICCV 2019, 2019
262019
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
F Croce, M Hein
ICML 2020, 2019
222019
Provable robustness against all adversarial lp-perturbations for p≥1
F Croce, M Hein
ICLR 2020, 2019
17*2019
A randomized gradient-free attack on ReLU networks
F Croce, M Hein
GCPR 2018, 2018
122018
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
72019
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks
F Croce, M Andriushchenko, ND Singh, N Flammarion, M Hein
arXiv preprint arXiv:2006.12834, 2020
22020
RobustBench: a standardized adversarial robustness benchmark
F Croce, M Andriushchenko, V Sehwag, N Flammarion, M Chiang, ...
arXiv preprint arXiv:2010.09670, 2020
2020
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