Are Adversarial Robustness and Common Perturbation Robustness Independent Attributes ?

Alfred Laugros (1, 2) , Alice Caplier (1) , Matthieu Ospici (2)

1 GIPSA-AGPIG - GIPSA - Architecture, Géométrie, Perception, Images, Gestes
2 Atos

Domaines: Informatique [cs]; Vision par ordinateur et reconnaissance de formes [cs.CV]; Intelligence artificielle [cs.AI]

Alfred Laugros, Alice Caplier, Matthieu Ospici. Are Adversarial Robustness and Common Perturbation Robustness Independent Attributes ?. ICCV 2019 - International Conference on Computer Vision, Oct 2019, Séoul, South Korea. ⟨hal-02370774⟩