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Nicolò Romandini
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TruFLaaS: Trustworthy federated learning as a service
C Mazzocca, N Romandini, M Mendula, R Montanari, P Bellavista
IEEE Internet of Things Journal 10 (24), 21266-21281, 2023
192023
Federated unlearning: A survey on methods, design guidelines, and evaluation metrics
N Romandini, A Mora, C Mazzocca, R Montanari, P Bellavista
IEEE Transactions on Neural Networks and Learning Systems, 2024
132024
FRAMH: A federated learning risk-based authorization middleware for healthcare
C Mazzocca, N Romandini, M Colajanni, R Montanari
IEEE Transactions on Computational Social Systems 10 (4), 1679-1690, 2022
122022
Enabling federated learning at the edge through the iota tangle
C Mazzocca, N Romandini, R Montanari, P Bellavista
Future Generation Computer Systems 152, 17-29, 2024
82024
DIVA: A DID-based reputation system for secure transmission in VANETs using IOTA
A Feraudo, N Romandini, C Mazzocca, R Montanari, P Bellavista
Computer Networks, 110332, 2024
52024
Flowchain: the playground for federated learning in industrial internet of things environments
P Bellavista, L Foschini, R Montanari, N Romandini
IEEE Internet of Things Magazine 5 (2), 78-83, 2022
42022
P-IOTA: A cloud-based geographically distributed threat alert system that leverages P4 and IOTA
A Al Sadi, C Mazzocca, A Melis, R Montanari, M Prandini, N Romandini
Sensors 23 (6), 2955, 2023
32023
Federated learning meets blockchain: A power consumption case study
N Romandini, C Mazzocca, R Montanari
2023 31st Euromicro International Conference on Parallel, Distributed and …, 2023
12023
Membership Proof in Federated Learning via Cryptographic Accumulators
C Mazzocca, A Mora, N Romandini, R Montanari, P Bellavista
2024 6th International Conference on Blockchain Computing and Applications …, 2024
2024
Evaluation and implementation of reinforcement learning and pattern recognition algorithms for task automation on web interfaces
N Romandini
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