Giulio Rossolini

35 papers A* 2A 2C 1Journal 27Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
Benchmarking the spatial robustness of DNNs via natural and adversarial localized corruptions.
Pattern Recognit.
Giulia Marchiori Pietrosanti, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2026 J jnl
How Worst-Case Are Adversarial Attacks? Linking Adversarial and Perturbation Robustness.
CoRR
Giulio Rossolini
2026 J jnl
On the Hidden Objective Biases of Group-based Reinforcement Learning.
CoRR
Aleksandar Fontana, Marco Simoni, Giulio Rossolini, Andrea Saracino, Paolo Mori
2025 J jnl
Benchmarking the Spatial Robustness of DNNs via Natural and Adversarial Localized Corruptions.
CoRR
Giulia Marchiori Pietrosanti, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2025 J jnl
Exploiting Edge Features for Transferable Adversarial Attacks in Distributed Machine Learning.
CoRR
Giulio Rossolini, Fabio Brau, Alessandro Biondi, Battista Biggio, Giorgio C. Buttazzo
2025 J jnl
Exploiting edge features for transferable adversarial attacks in distributed machine learning.
Internet Things
Giulio Rossolini, Fabio Brau, Alessandro Biondi, Battista Biggio, Giorgio C. Buttazzo
2025 J jnl
GTPO: Trajectory-Based Policy Optimization in Large Language Models.
CoRR
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
2025 J jnl
Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization.
CoRR
Marco Simoni, Aleksandar Fontana, Giulio Rossolini, Andrea Saracino
2025 J jnl
KGQuest: Template-Driven QA Generation from Knowledge Graphs with LLM-Based Refinement.
CoRR
Sania Nayab, Marco Simoni, Giulio Rossolini, Andrea Saracino
2025 — conf
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.
ARES (Workshops 4)
Sania Nayab, Marco Simoni, Giulio Rossolini
2025 J jnl
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation.
CoRR
Sania Nayab, Marco Simoni, Giulio Rossolini
2025 — conf
Research on trustworthy and secure AI at the RETIS Lab, SSSUP.
Ital-IA
Giulio Rossolini, Wesam Abbasi, Federico Nesti, Andrea Saracino, Alessandro Biondi, Giorgio C. Buttazzo
2025 A conf
SynDRA: Synthetic Dataset for Railway Applications.
WACV
Gianluca D'Amico, Federico Nesti, Giulio Rossolini, Mauro Marinoni, Salvatore Sabina, Giorgio C. Buttazzo
2025 J jnl
Video Deblurring by Sharpness Prior Detection and Edge Information.
CoRR
Yang Tian, Fabio Brau, Giulio Rossolini, Giorgio C. Buttazzo, Hao Meng
2024 — conf
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications.
ICCPS
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2024 J jnl
CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models.
IEEE Trans. Intell. Transp. Syst.
Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo
2024 J jnl
Concise Thoughts: Impact of Output Length on LLM Reasoning and Cost.
CoRR
Sania Nayab, Giulio Rossolini, Giorgio C. Buttazzo, Nicolamaria Manes, Fabrizio Giacomelli
2024 J jnl
Edge-Only Universal Adversarial Attacks in Distributed Learning.
CoRR
Giulio Rossolini, Tommaso Baldi, Alessandro Biondi, Giorgio C. Buttazzo
2024 J jnl
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving.
IEEE Trans. Neural Networks Learn. Syst.
Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
2023 J jnl
Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications.
CoRR
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2023 A* conf
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis.
AAAI
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
2023 J jnl
Increasing the Confidence of Deep Neural Networks by Coverage Analysis.
IEEE Trans. Software Eng.
Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2023 J jnl
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error.
IEEE Trans. Pattern Anal. Mach. Intell.
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2023 A* conf
Robust-by-Design Classification via Unitary-Gradient Neural Networks.
AAAI
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2023 J jnl
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation.
CoRR
Gianluca D'Amico, Mauro Marinoni, Federico Nesti, Giulio Rossolini, Giorgio C. Buttazzo, Salvatore Sabina, Gianluigi Lauro
2023 J jnl
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation.
IEEE Trans. Intell. Transp. Syst.
Gianluca D'Amico, Mauro Marinoni, Federico Nesti, Giulio Rossolini, Giorgio C. Buttazzo, Salvatore Sabina, Gianluigi Lauro
2022 J jnl
CARLA-GeAR: a Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Vision Models.
CoRR
Federico Nesti, Giulio Rossolini, Gianluca D'Amico, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
Defending From Physically-Realizable Adversarial Attacks Through Internal Over-Activation Analysis.
CoRR
Giulio Rossolini, Federico Nesti, Fabio Brau, Alessandro Biondi, Giorgio C. Buttazzo
2022 A conf
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks.
WACV
Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
On the Minimal Adversarial Perturbation for Deep Neural Networks with Provable Estimation Error.
CoRR
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving.
CoRR
Giulio Rossolini, Federico Nesti, Gianluca D'Amico, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
2022 J jnl
Robust-by-Design Classification via Unitary-Gradient Neural Networks.
CoRR
Fabio Brau, Giulio Rossolini, Alessandro Biondi, Giorgio C. Buttazzo
2022 C conf
in-Car Entertainment via Group-wise Temporary Mobile Social Networking.
VEHITS
Mario G. C. A. Cimino, Antonio Di Tecco, Pierfrancesco Foglia, Raffaele Giannessi, Jacopo Malvatani, Cosimo Antonio Prete, Giulio Rossolini
2021 J jnl
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks.
CoRR
Federico Nesti, Giulio Rossolini, Saasha Nair, Alessandro Biondi, Giorgio C. Buttazzo
2021 J jnl
Increasing the Confidence of Deep Neural Networks by Coverage Analysis.
CoRR
Giulio Rossolini, Alessandro Biondi, Giorgio Carlo Buttazzo