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Francesco Croce
Francesco Croce
EPFL
Verified email at cs.uni-saarland.de
Title
Cited by
Cited by
Year
Reliable evaluation of adversarial robustness with an ensemble of diverse parameter-free attacks
F Croce, M Hein
ICML 2020, 2020
16532020
Square Attack: a query-efficient black-box adversarial attack via random search
M Andriushchenko*, F Croce*, N Flammarion, M Hein
ECCV 2020, 2019
9222019
Robustbench: a standardized adversarial robustness benchmark
F Croce*, M Andriushchenko*, V Sehwag*, E Debenedetti*, N Flammarion, ...
NeurIPS 2021 Datasets and Benchmarks Track, 2020
5922020
Minimally distorted Adversarial Examples with a Fast Adaptive Boundary Attack
F Croce, M Hein
ICML 2020, 2019
4622019
Sparse and Imperceivable Adversarial Attacks
F Croce, M Hein
ICCV 2019, 2019
2162019
Provable robustness of ReLU networks via maximization of linear regions
F Croce*, M Andriushchenko*, M Hein
AISTATS 2019, 2018
1822018
Sparse-RS: a versatile framework for query-efficient sparse black-box adversarial attacks
F Croce, M Andriushchenko, ND Singh, N Flammarion, M Hein
AAAI 2022, 2020
872020
Provable robustness against all adversarial lp-perturbations for p≥1
F Croce, M Hein
ICLR 2020, 2019
81*2019
Evaluating the Adversarial Robustness of Adaptive Test-time Defenses
F Croce*, S Gowal*, T Brunner*, E Shelhamer*, M Hein, T Cemgil
ICML 2022, 2022
562022
Diffusion Visual Counterfactual Explanations
M Augustin, V Boreiko, F Croce, M Hein
arXiv preprint arXiv:2210.11841, 2022
552022
Mind the box: -APGD for sparse adversarial attacks on image classifiers
F Croce, M Hein
ICML 2021, 2021
522021
A modern look at the relationship between sharpness and generalization
M Andriushchenko, F Croce, M Müller, M Hein, N Flammarion
arXiv preprint arXiv:2302.07011, 2023
392023
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
352019
A randomized gradient-free attack on ReLU networks
F Croce, M Hein
GCPR 2018, 2018
332018
Sparse Visual Counterfactual Explanations in Image Space
V Boreiko, M Augustin, F Croce, P Berens, M Hein
GCPR 2022, 2022
272022
Revisiting Adversarial Training for ImageNet: Architectures, Training and Generalization across Threat Models
ND Singh, F Croce, M Hein
arXiv preprint arXiv:2303.01870, 2023
232023
Adversarial Robustness against Multiple and Single -Threat Models via Quick Fine-Tuning of Robust Classifiers
F Croce, M Hein
ICML 2022, 2022
19*2022
Seasoning Model Soups for Robustness to Adversarial and Natural Distribution Shifts
F Croce, SA Rebuffi, E Shelhamer, S Gowal
arXiv preprint arXiv:2302.10164, 2023
122023
Revisiting adapters with adversarial training
SA Rebuffi, F Croce, S Gowal
arXiv preprint arXiv:2210.04886, 2022
92022
On the interplay of adversarial robustness and architecture components: patches, convolution and attention
F Croce, M Hein
arXiv preprint arXiv:2209.06953, 2022
92022
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