Analysis of classifiers’ robustness to adversarial perturbations

Alhussein Fawzi (1) , Omar Fawzi (2) , Pascal Frossard (3)

1 UCLA Vision Lab
2 MC2 - Modèles de calcul, Complexité, Combinatoire
3 EPFL - Ecole Polytechnique Fédérale de Lausanne

Domaines: Informatique [cs]

Alhussein Fawzi, Omar Fawzi, Pascal Frossard. Analysis of classifiers’ robustness to adversarial perturbations. Machine Learning, 2018, 107 (3), pp.481-508. ⟨hal-01992078⟩