Rossolini, Giulio

4 publications

WACV 2025 SynDRA: Synthetic Dataset for Railway Applications Gianluca D'Amico, Federico Nesti, Giulio Rossolini, Mauro Marinoni, Salvatore Sabina, Giorgio Buttazzo

AAAI 2023 Defending from Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo

AAAI 2023 Robust-by-Design Classification via Unitary-Gradient Neural Networks Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

WACV 2022 Evaluating the Robustness of Semantic Segmentation for Autonomous Driving Against Real-World Adversarial Patch Attacks Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo