Univ Lyon, UJM-Saint-Etienne, CNRS, Institut d Optique Graduate School, Laboratoire Hubert Curien UMR 5516, F-42023, SAINT-ETIENNE, France; Airbus Opération S.A.S, University of Toulouse, Institut de Recherche en Informatique de Toulouse, France
Paul Viallard, Eric Guillaume VIDOT, Amaury Habrard, Emilie Morvant
Adversarial Robustness;PAC-Bayesian;Generalization Bound
A PAC-Bayes Analysis of Adversarial Robustness