Giulio Rossolini

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 19

Top Topics

Systematic Evaluation

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Sania Nayab, Giulio Rossolini, Giorgio C. Buttazzo, Nicolamaria Manes, Fabrizio Giacomelli
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost. CoRR (2024)
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications. ICCPS (2024)
Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo
CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Robust-by-Design Classification via Unitary-Gradient Neural Networks. AAAI (2023)
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications. CoRR (2023)
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis. AAAI (2023)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error. IEEE Trans. Pattern Anal. Mach. Intell. 45 (4) (2023)
Gianluca D'Amico, Mauro Marinoni, Federico Nesti, Giulio Rossolini, Giorgio C. Buttazzo, Salvatore Sabina, Gianluigi Lauro
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation. IEEE Trans. Intell. Transp. Syst. 24 (12) (2023)
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Increasing the Confidence of Deep Neural Networks by Coverage Analysis. IEEE Trans. Software Eng. 49 (2) (2023)
Gianluca D'Amico, Mauro Marinoni, Federico Nesti, Giulio Rossolini, Giorgio C. Buttazzo, Salvatore Sabina, Gianluigi Lauro
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation. CoRR (2023)
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis. CoRR (2022)
Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks. WACV (2022)
Mario G. C. A. Cimino, Antonio Di Tecco, Pierfrancesco Foglia, Raffaele Giannessi, Jacopo Malvatani, Cosimo Antonio Prete, Giulio Rossolini
in-Car Entertainment via Group-wise Temporary Mobile Social Networking. VEHITS (2022)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error. CoRR (2022)
Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving. CoRR (2022)
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
Robust-by-Design Classification via Unitary-Gradient Neural Networks. CoRR (2022)
Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo
CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models. CoRR (2022)
Giulio Rossolini, Alessandro Biondi, Giorgio Carlo Buttazzo
Increasing the Confidence of Deep Neural Networks by Coverage Analysis. CoRR (2021)
Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks. CoRR (2021)