1 code implementation • 29 Feb 2024 • Ilias Tsingenopoulos, Jacopo Cortellazzi, Branislav Bošanský, Simone Aonzo, Davy Preuveneers, Wouter Joosen, Fabio Pierazzi, Lorenzo Cavallaro
It also makes possible to provide theoretical guarantees on the robustness of the model against a particular set of adversarial capabilities.
no code implementations • 20 Dec 2023 • Ilias Tsingenopoulos, Vera Rimmer, Davy Preuveneers, Fabio Pierazzi, Lorenzo Cavallaro, Wouter Joosen
To reliably measure robustness, it is important to evaluate against realistic and worst-case attacks.