Federico Nesti
Ph.D. Student
Ph.D. student from October 2019 to November 2022.
Publications
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Year:
- 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)
- YEAR: 2021
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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
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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: 2021
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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: 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)
- 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)