Giulio Rossolini

According to our database, Giulio Rossolini authored at least 12 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models.

Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo

IEEE Trans. Intell. Transp. Syst., August, 2024

Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost.

Sania Nayab, Giulio Rossolini, Giorgio C. Buttazzo, Nicolamaria Manes, Fabrizio Giacomelli

CoRR, 2024

Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications.

Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

Proceedings of the 15th ACM/IEEE International Conference on Cyber-Physical Systems, 2024

2023

TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation.

Gianluca D'Amico, Mauro Marinoni, Federico Nesti, Giulio Rossolini, Giorgio C. Buttazzo, Salvatore Sabina, Gianluigi Lauro

IEEE Trans. Intell. Transp. Syst., December, 2023

On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error.

Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

IEEE Trans. Pattern Anal. Mach. Intell., April, 2023

Increasing the Confidence of Deep Neural Networks by Coverage Analysis.

Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

IEEE Trans. Software Eng., February, 2023

Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis.

Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

Robust-by-Design Classification via Unitary-Gradient Neural Networks.

Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models.

Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo

CoRR, 2022

On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving.

Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo

CoRR, 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 C. Buttazzo

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

in-Car Entertainment via Group-wise Temporary Mobile Social Networking.

Mario G. C. A. Cimino, Antonio Di Tecco, Pierfrancesco Foglia, Raffaele Giannessi, Jacopo Malvatani, Cosimo Antonio Prete, Giulio Rossolini

Proceedings of the 8th International Conference on Vehicle Technology and Intelligent Transport Systems, 2022