Giulio Rossolini
Postdoctoral Researcher
Postdoctoral researcher from January 2024
Ph.D. Student from October 2020 to March 2024.
Publications
Search:
Year:
- YEAR: 2022
-
Nesti, Federico; Rossolini, Giulio; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio Carlo
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks
2826 - 2835 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) - IEEE Computer Society (2022)
-
Rossolini, Giulio; Biondi, Alessandro; Buttazzo, Giorgio
Increasing the Confidence of Deep Neural Networks by Coverage Analysis
1 - 14 IEEE TRANSACTIONS ON SOFTWARE ENGINEERING (2022)
-
Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G.
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error
1 - 15 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2022)
- YEAR: 2022
-
Nesti, Federico; Rossolini, Giulio; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio Carlo
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks
2826 - 2835 2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) - IEEE Computer Society (2022)
- YEAR: 2022
-
Rossolini, Giulio; Biondi, Alessandro; Buttazzo, Giorgio
Increasing the Confidence of Deep Neural Networks by Coverage Analysis
1 - 14 IEEE TRANSACTIONS ON SOFTWARE ENGINEERING (2022)
-
Brau, F.; Rossolini, G.; Biondi, A.; Buttazzo, G.
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error
1 - 15 IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE (2022)