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Giulio Rossolini

Observed names: ROSSOLINI, GIULIO, Rossolini G., Rossolini, Giulio
ORCID: 0000-0002-6404-2627
Observed ORCID: 0000-0002-6404-2627
OpenAlex ID: A5021748411
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks
2022 · Federico Nesti, Giulio Rossolini, et al. · IEEE Winter Conference on Applications of Computer Vision · 97
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On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
2023 · Giulio Rossolini, Federico Nesti, et al. · IEEE Transactions on Neural Networks and Learning Systems · 57
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TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
2023 · Gianluca D’Amico, Mauro Marinoni, et al. · IEEE Transactions on Intelligent Transportation Systems · 38
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Increasing the Confidence of Deep Neural Networks by Coverage Analysis
2022 · Giulio Rossolini, Alessandro Biondi, et al. · IEEE Transactions on Software Engineering · 25
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CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models
2024 · Federico Nesti, Giulio Rossolini, et al. · IEEE Transactions on Intelligent Transportation Systems · 19
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Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
2023 · Rossolini G., Nesti F., et al. · UNICA IRIS Institutional Research Information System (University of Cagliari) · 16
Concise thoughts: Impact of output length on LLM reasoning and cost
2026 · Sania Nayab, Giulio Rossolini, et al. · Information Sciences · 13
On the Minimal Adversarial Perturbation for Deep Neural Networks With Provable Estimation Error
2022 · Fabio Brau, Giulio Rossolini, et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 12
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Attention-Based Real-Time Defenses for Physical Adversarial Attacks in Vision Applications
2024 · Giulio Rossolini, Alessandro Biondi, et al. · ACM/IEEE International Conference on Cyber-Physical Systems (ICCPS) · 7
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SynDRA: Synthetic Dataset for Railway Applications
2025 · Gianluca D’Amico, Federico Nesti, et al. · IEEE Winter Conference on Applications of Computer Vision · 5
Robust-by-Design Classification via Unitary-Gradient Neural Networks
2023 · Fabio Brau, Giulio Rossolini, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 4
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Exploiting edge features for transferable adversarial attacks in distributed machine learning
2025 · Giulio Rossolini, Fabio Brau, et al. · Internet of Things · 3
in-Car Entertainment via Group-wise Temporary Mobile Social Networking
2022 · Mario Cimino, Antonio Di Tecco, et al. · International Conference on Vehicle Technology and Intelligent Transport Systems (VEHITS) · 3
Edge-Only Universal Adversarial Attacks in Distributed Learning
2026 · Giulio Rossolini, Tommaso Baldi, et al. · IEEE Transactions on Information Forensics and Security · 2
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Benchmarking the spatial robustness of DNNs via natural and adversarial localized corruptions
2025 · Giulia Marchiori Pietrosanti, Giulio Rossolini, et al. · Pattern Recognition · 2
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Improving LLM Reasoning for Vulnerability Detection via Group Relative Policy Optimization
2025 · Simoni, Marco, Fontana, Aleksandar, et al. · arXiv (Cornell University) · 1
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Exploiting Edge Features for Transferable Adversarial Attacks in Distributed Machine Learning
2025 · Giulio Rossolini, Fabio Brau, et al. · SSRN Electronic Journal · 1
Leveraging Knowledge Graphs and LLMs for Structured Generation of Misinformation
2025 · Sania Nayab, Marco Simoni, et al. · Lecture notes in computer science · 1
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TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
2023 · D'Amico, Gianluca, Marinoni, Mauro, et al. · arXiv (Cornell University) · 1
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Position Matters: Feature Inversion Attacks in ViT Split Inference with Token Reduction and Shuffling
2026 · Leggio, Stefano, Rossolini, Giulio, et al. · arXiv (Cornell University)
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Detecting Microarchitectural Attacks in Hypervisor-Based Mixed-Criticality Systems
2026 · Rafael Canal, Gabriel Martins, et al. · IEEE International Conference on Emerging Technologies and Factory Automation (ETFA)
Learning robustness at test-time from a non-robust teacher
2026 · Stefano Bianchettin, Giulio Rossolini, et al. · Image and Vision Computing
DANTINOX: A Unified Framework for Multi-Paradigm Language Modeling
2026 · Simoni, Marco, Fontana, Aleksandar, et al. · arXiv (Cornell University)
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On the Hidden Objective Biases of Group-based Reinforcement Learning
2026 · Fontana, Aleksandar, Simoni, Marco, et al. · Zenodo (CERN European Organization for Nuclear Research)
Adversarial Decoys: Misdirecting Attention-Based Defenses in ViT
2026 · Pietrosanti, Giulia Marchiori, Rossolini, Giulio, et al. · arXiv (Cornell University)
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Works count: 40
Citation count: 307
H-index: 8
I10-index: 8
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