Nous proposons de faire la démonstration de CAISAR, un logiciel libre en développement au sein du laboratoire de sûreté et sécurité des logiciels du CEA LIST. CAISAR est une plateforme permettant de caractériser la sûreté des logiciels résultant d’un …
Formal verification of deep neural networks: theory and practice; a tutorial I gave during the joint INRIA-DFKI 2021 summer school.
Theory and practice of deep learning verification; a tutorial I gave during the PFIA 2020 conference
The topic of provable deep neural network robustness has raised considerable interest in recent years. Most research has focused on adversarial robustness, which studies the robustness of perceptive models in the neighbourhood of particular samples. …