| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks F Nesti*, G Rossolini*, S Nair, A Biondi, G Buttazzo Winter Conference on Applications of Computer Vision (WACV), 2022, 2021 | 72 | 2021 |
| On the real-world adversarial robustness of real-time semantic segmentation models for autonomous driving G Rossolini, F Nesti, G D’Amico, S Nair, A Biondi, G Buttazzo IEEE Transactions on Neural Networks and Learning Systems, 2023 | 28 | 2023 |
| Increasing the confidence of deep neural networks by coverage analysis G Rossolini, A Biondi, G Buttazzo IEEE Transactions on Software Engineering 49 (2), 802-815, 2022 | 14 | 2022 |
| TrainSim: A railway simulation framework for LiDAR and camera dataset generation G D’Amico, M Marinoni, F Nesti, G Rossolini, G Buttazzo, S Sabina, ... IEEE Transactions on Intelligent Transportation Systems, 2023 | 8 | 2023 |
| Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis G Rossolini, F Nesti, F Brau, A Biondi, G Buttazzo Proceedings of the AAAI Conference on Artificial Intelligence (AAAI2023), 2022 | 7 | 2022 |
| Robust-by-Design Classification via Unitary-Gradient Neural Networks F Brau, G Rossolini, A Biondi, G Buttazzo Proceedings of the AAAI Conference on Artificial Intelligence (AAAI2023), 2022 | 4 | 2022 |
| Carla-gear: a dataset generator for a systematic evaluation of adversarial robustness of vision models F Nesti, G Rossolini, G D'Amico, A Biondi, G Buttazzo arXiv preprint arXiv:2206.04365, 2022 | 3 | 2022 |
| On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error F Brau, G Rossolini, A Biondi, G Buttazzo IEEE Transactions on Pattern Analysis and Machine Intelligence, 2022 | 3 | 2022 |
| in-Car Entertainment via Group-wise Temporary Mobile Social Networking. MGCA Cimino, A Di Tecco, P Foglia, R Giannessi, J Malvatani, CA Prete, ... VEHITS, 432-437, 2022 | 2 | 2022 |
| Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications G Rossolini, A Biondi, G Buttazzo International Conference on Cyber-Physical Systems (ICCPS 2024), 2023 | | 2023 |
| Coverage-driven Safety Monitoring of Deep Neural Networks G Rossolini | | 2020 |
Giorgio ButtazzoProfessor of Computer Science, Scuola Superiore Sant'AnnaEmail verificata su sssup.it
