1. TAIELLO Riccardo
  2. TAIELLO Riccardo
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TAIELLO Riccardo

Conférence

Taiello, Riccardo; Gritti, Clémentine; Önen, Melek; Lorenzi, Marco

Buffalo: A Practical Secure Aggregation Protocol for Buffered Asynchronous Federated Learning

CODASPY 2025, 15th ACM Conference on Data and Application Security and Privacy,
4-6 June 2025, Pittsburgh, PA, USA
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Conférence

Taiello, Riccardo; Tosun, Emre; Ibarrondo, Alberto; Chabanne, Herve; Önen, Melek

Another walk for Monchi

FPS 2024, 17th International Symposium on Foundations and Practice of Security, 9-11 December 2024, Montréal, Canada
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Conférence

Taiello, Riccardo; Sergen, Cansiz; Vesin, Marc; Cremonesi, Francesco; Innocenti, Lucia; Önen, Melek; Lorenzi, Marco

Enhancing privacy in federated learning: Secure aggregation for real-world healthcare applications

DECAF 2024, 5th MICCAI Workshop on Distributed, Collaborative and Federated Learning, in conjunction with MICCAI 2024, 10 October 2024, Marrakech, Morocco
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Thèse

Taiello, Riccardo

Apprentissage automatique sécurisé pour l’analyse collaborative des données de santé à grande échelle

Thesis
Prix de la Victoire de la Recherche de la Ville de Nice
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Rapport

Taiello, Riccardo; Tosun, Emre; Ibarrondo, Alberto; Chabanne, Hervé; Önen, Melek

Another walk for Monchi

Cryptology ePrint Archive, Paper 2024/1445, 18 September 2024
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Conférence

Taiello, Riccardo; Önen, Melek; Gritti, Clémentine; Lorenzi, Marco

Let them drop: Scalable and efficient federated learning solutions agnostic to stragglers

ARES 2024, International Conference on Availability, Reliability and Security, 30 July-2 August 2024, Vienna, Austria
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Journal

Taiello, Riccardo; Önen, Melek; Capano, Francesco; Humbert, Olivier; Lorenzi, Marco

Privacy preserving image registration

Medical Image Analysis, Volume 94, May 2024
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Conférence

Taiello, Riccardo; Önen, Melek; Humbert, Olivier; Lorenzi, Marco

Privacy preserving image registration

MICCAI 2022, 25th International Conference on Medical Image Computing and Computer Assisted Intervention, 18-22 September 2022, Singapore, Singapore
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Poster / Demo

Taiello, Riccardo; Önen, Melek; Humbert, Olivier; Lorenzi, Marco

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MICCAI 2022, 25th International Conference on Medical Image Computing and Computer Assisted Intervention, 18-22 September 2022, Singapore, Singapore

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