NESTI, Federico
NESTI, Federico
Istituto di Telecomunicazioni, Informatica e Fotonica
A Photonic Accelerator for Feature Map Generation in Convolutional Neural Networks
2020-01-01 DE MARINIS, Lorenzo; Nesti, Federico; Cococcioni, Marco; Andriolli, Nicola
A Safe, Secure, and Predictable Software Architecture for Deep Learning in Safety-Critical Systems
2019-01-01 Biondi, Alessandro; Nesti, Federico; Cicero, Giorgiomaria; Casini, Daniel; Buttazzo, Giorgio Carlo
CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models
2024-01-01 Nesti, Federico; Rossolini, Giulio; D'Amico, Gianluca; Biondi, Alessandro; Buttazzo, Giorgio
Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis
2023-01-01 Rossolini, Giulio; Nesti, Federico; Brau, Fabio; Biondi, Alessandro; Buttazzo, Giorgio
Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting
2021-01-01 Nesti, Federico; Biondi, Alessandro; Buttazzo, Giorgio
Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks
2022-01-01 Nesti, Federico; Rossolini, Giulio; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio Carlo
Graphic Simulation Framework of Railway Scenarios for LiDAR Dataset Generation
2022-01-01 D'Amico, G.; Marinoni, M.; Nesti, F.; Sabina, S.; Lauro, G.; Buttazzo, G. -C.
On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving
2023-01-01 Rossolini, Giulio; Nesti, Federico; D'Amico, Gianluca; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio
TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation
2023-01-01 D’Amico, Gianluca; Marinoni, Mauro; Nesti, Federico; Rossolini, Giulio; Buttazzo, Giorgio; Sabina, Salvatore; Lauro, Gianluigi
X-BaD: A flexible tool for explanation-based bias detection
2021-01-01 Pacini, M.; Nesti, F.; Biondi, A.; Buttazzo, G.
| Titolo | Data di pubblicazione | Autore(i) | File |
|---|---|---|---|
| A Photonic Accelerator for Feature Map Generation in Convolutional Neural Networks | 1-gen-2020 | DE MARINIS, Lorenzo; Nesti, Federico; Cococcioni, Marco; Andriolli, Nicola | |
| A Safe, Secure, and Predictable Software Architecture for Deep Learning in Safety-Critical Systems | 1-gen-2019 | Biondi, Alessandro; Nesti, Federico; Cicero, Giorgiomaria; Casini, Daniel; Buttazzo, Giorgio Carlo | |
| CARLA-GeAR: A Dataset Generator for a Systematic Evaluation of Adversarial Robustness of Deep Learning Vision Models | 1-gen-2024 | Nesti, Federico; Rossolini, Giulio; D'Amico, Gianluca; Biondi, Alessandro; Buttazzo, Giorgio | |
| Defending from Physically-Realizable Adversarial Attacks through Internal Over-Activation Analysis | 1-gen-2023 | Rossolini, Giulio; Nesti, Federico; Brau, Fabio; Biondi, Alessandro; Buttazzo, Giorgio | |
| Detecting Adversarial Examples by Input Transformations, Defense Perturbations, and Voting | 1-gen-2021 | Nesti, Federico; Biondi, Alessandro; Buttazzo, Giorgio | |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | 1-gen-2022 | Nesti, Federico; Rossolini, Giulio; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio Carlo | |
| Graphic Simulation Framework of Railway Scenarios for LiDAR Dataset Generation | 1-gen-2022 | D'Amico, G.; Marinoni, M.; Nesti, F.; Sabina, S.; Lauro, G.; Buttazzo, G. -C. | |
| On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving | 1-gen-2023 | Rossolini, Giulio; Nesti, Federico; D'Amico, Gianluca; Nair, Saasha; Biondi, Alessandro; Buttazzo, Giorgio | |
| TrainSim: A Railway Simulation Framework for LiDAR and Camera Dataset Generation | 1-gen-2023 | D’Amico, Gianluca; Marinoni, Mauro; Nesti, Federico; Rossolini, Giulio; Buttazzo, Giorgio; Sabina, Salvatore; Lauro, Gianluigi | |
| X-BaD: A flexible tool for explanation-based bias detection | 1-gen-2021 | Pacini, M.; Nesti, F.; Biondi, A.; Buttazzo, G. |