Federico Nesti
Assistant Professor
Assistant Professor from June 2024.
Postdoctoral researcher from December 2023.
Ph.D. student from October 2019 to November 2022.
Publications
Search:
Year:
- YEAR: 2024
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Nesti, Federico; Rossolini, Giulio; D'Amico, Gianluca; Biondi, Alessandro; Buttazzo, Giorgio
CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models
1 - 12 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2024)
- YEAR: 2023
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Rossolini, Giulio; Nesti, Federico; Brau, Fabio; Biondi, Alessandro; Buttazzo, Giorgio
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
15064 - 15072 Thirty-Seventh AAAI Conference on Artificial Intelligence - Association for the Advancement of Artificial Intelligence, AAAI Press (2023)
Volume nr. :37
Issue nr. :12
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D’Amico, Gianluca; Marinoni, Mauro; Nesti, Federico; Rossolini, Giulio; Buttazzo, Giorgio; Sabina, Salvatore; Lauro, Gianluigi
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
1 - 15 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2023)
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Rossolini, Giulio; Nesti, Federico; D'Amico, Gianluca; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
1 - 15 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2023)
- YEAR: 2022
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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)
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D'Amico, G.; Marinoni, M.; Nesti, F.; Sabina, S.; Lauro, G.; Buttazzo, G. -C.
Graphic Simulation Framework of Railway Scenarios for LiDAR Dataset Generation
1 - 8 Proceedings Of The Fifth International Conference On Railway Technology: Research, Development And Maintenance - Civil-Comp Press (2022)
Volume nr. :1
- YEAR: 2021
-
Nesti, Federico; Biondi, Alessandro; Buttazzo, Giorgio
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting
1 - 13 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)
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Pacini, M.; Nesti, F.; Biondi, A.; Buttazzo, G.
X-BaD: A flexible tool for explanation-based bias detection
557 - 562 Proceedings of the 2021 IEEE International Conference on Cyber Security and Resilience, CSR 2021 - Institute of Electrical and Electronics Engineers Inc. (2021)
- YEAR: 2020
-
DE MARINIS, Lorenzo; Nesti, Federico; Cococcioni, Marco; Andriolli, Nicola
A Photonic Accelerator for Feature Map Generation in Convolutional Neural Networks
OSA Technical Digest - Optical Society of America (2020)
- YEAR: 2019
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Biondi, Alessandro; Nesti, Federico; Cicero, Giorgiomaria; Casini, Daniel; Buttazzo, Giorgio Carlo
A Safe, Secure, and Predictable Software Architecture for Deep Learning in Safety-Critical Systems
IEEE EMBEDDED SYSTEMS LETTERS (2019)
- YEAR: 2024
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Nesti, Federico; Rossolini, Giulio; D'Amico, Gianluca; Biondi, Alessandro; Buttazzo, Giorgio
CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models
1 - 12 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2024)
- YEAR: 2023
-
D’Amico, Gianluca; Marinoni, Mauro; Nesti, Federico; Rossolini, Giulio; Buttazzo, Giorgio; Sabina, Salvatore; Lauro, Gianluigi
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
1 - 15 IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS (2023)
-
Rossolini, Giulio; Nesti, Federico; D'Amico, Gianluca; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
1 - 15 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2023)
- YEAR: 2021
-
Nesti, Federico; Biondi, Alessandro; Buttazzo, Giorgio
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting
1 - 13 IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS (2021)
- YEAR: 2019
-
Biondi, Alessandro; Nesti, Federico; Cicero, Giorgiomaria; Casini, Daniel; Buttazzo, Giorgio Carlo
A Safe, Secure, and Predictable Software Architecture for Deep Learning in Safety-Critical Systems
IEEE EMBEDDED SYSTEMS LETTERS (2019)
- YEAR: 2023
-
Rossolini, Giulio; Nesti, Federico; Brau, Fabio; Biondi, Alessandro; Buttazzo, Giorgio
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
15064 - 15072 Thirty-Seventh AAAI Conference on Artificial Intelligence - Association for the Advancement of Artificial Intelligence, AAAI Press (2023)
Volume nr. :37
Issue nr. :12
- 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)
-
D'Amico, G.; Marinoni, M.; Nesti, F.; Sabina, S.; Lauro, G.; Buttazzo, G. -C.
Graphic Simulation Framework of Railway Scenarios for LiDAR Dataset Generation
1 - 8 Proceedings Of The Fifth International Conference On Railway Technology: Research, Development And Maintenance - Civil-Comp Press (2022)
Volume nr. :1
- YEAR: 2021
-
Pacini, M.; Nesti, F.; Biondi, A.; Buttazzo, G.
X-BaD: A flexible tool for explanation-based bias detection
557 - 562 Proceedings of the 2021 IEEE International Conference on Cyber Security and Resilience, CSR 2021 - Institute of Electrical and Electronics Engineers Inc. (2021)
- YEAR: 2020
-
DE MARINIS, Lorenzo; Nesti, Federico; Cococcioni, Marco; Andriolli, Nicola
A Photonic Accelerator for Feature Map Generation in Convolutional Neural Networks
OSA Technical Digest - Optical Society of America (2020)