| 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 Proceedings of the IEEE/CVF Winter Conference on Applications of Computer …, 2022 | 91 | 2022 |
| 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 | 46 | 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 | 20 | 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 | 17 | 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), 2023 | 11 | 2023 |
| CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models F Nesti*, G Rossolini*, G D’Amico, A Biondi, G Buttazzo IEEE Transactions on Intelligent Transportation Systems, 2024 | 8* | 2024 |
| Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost S Nayab, G Rossolini, M Simoni, A Saracino, G Buttazzo, N Manes, ... arXiv preprint arXiv:2407.19825, 2024 | 6 | 2024 |
| 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), 2023 | 6 | 2023 |
| 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, 2023 | 4 | 2023 |
| 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 | 4 | 2022 |
| Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications G Rossolini, A Biondi, G Buttazzo 2024 ACM/IEEE 15th International Conference on Cyber-Physical Systems (ICCPS), 2024 | 1 | 2024 |
| Video Deblurring by Sharpness Prior Detection and Edge Information Y Tian, F Brau, G Rossolini, G Buttazzo, H Meng arXiv preprint arXiv:2501.12246, 2025 | | 2025 |
| Edge-Only Universal Adversarial Attacks in Distributed Learning G Rossolini, T Baldi, A Biondi, G Buttazzo arXiv preprint arXiv:2411.10500, 2024 | | 2024 |
| Towards Trustworthy AI: Understanding the Impact of AI Threats and Countermeasures G ROSSOLINI | | 2024 |
| Coverage-driven Safety Monitoring of Deep Neural Networks G Rossolini | | 2020 |
| RAGE 2024 Technical Program Committee V Argyriou, F Aromolo, T Azumi, M Barzegaran, KH Chen, P Foglia, ... | | |
| ICCPS 2024 P Lu, M Cleaveland, I Ruchkin, G Rossolini, A Biondi, G Buttazzo, I Koley, ... | | |
Giorgio ButtazzoProfessor of Computer Science, Scuola Superiore Sant'AnnaEmail yang diverifikasi di sssup.it