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.
no code implementations • 21 Aug 2017 • Vera Rimmer, Davy Preuveneers, Marc Juarez, Tom Van Goethem, Wouter Joosen
In our open world evaluation, the most performant deep learning model is 2% more accurate than the state-of-the-art attack.