SPEED: secure, PrivatE, and efficient deep learning
Grivet Sébert, Arnaud, Pinot, Rafaël, Zuber, Martin, Gouy-Pailler, Cédric, Sirdey, Renaud
Published in Machine learning (01.04.2021)
Published in Machine learning (01.04.2021)
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Journal Article
Combining homomorphic encryption and differential privacy in federated learning
Sebert, Arnaud Grivet, Checri, Marina, Stan, Oana, Sirdey, Renaud, Gouy-Pailler, Cedric
Published in 2023 20th Annual International Conference on Privacy, Security and Trust (PST) (21.08.2023)
Published in 2023 20th Annual International Conference on Privacy, Security and Trust (PST) (21.08.2023)
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Conference Proceeding
A Secure Federated Learning framework using Homomorphic Encryption and Verifiable Computing
Madi, Abbass, Stan, Oana, Mayoue, Aurelien, Grivet-Sebert, Arnaud, Gouy-Pailler, Cedric, Sirdey, Renaud
Published in 2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big Data Challenge (RDAAPS) (18.05.2021)
Published in 2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big Data Challenge (RDAAPS) (18.05.2021)
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Conference Proceeding
Non-intrusive inspection of cargo containers using the C-BORD Rapidly Relocatable Tagged Neutron Inspection System
Pino, F., Fontana, C.L., Nebbia, G., Carasco, C., Pérot, B., Sardet, A., Poli, J.P., Sebert, A.G., Sannié, G., Iovene, A., Tintori, C., Sibczynski, P., Grodzicki, K., Swiderski, L., Slegt, M., de Goede, R., Moretto, S.
Published in Journal of instrumentation (01.12.2022)
Published in Journal of instrumentation (01.12.2022)
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Journal Article
SPEED: Secure, PrivatE, and Efficient Deep learning
Arnaud Grivet Sébert, Pinot, Rafael, Zuber, Martin, Gouy-Pailler, Cédric, Sirdey, Renaud
Published in arXiv.org (26.03.2021)
Published in arXiv.org (26.03.2021)
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Paper
Journal Article
Detection module of the C-BORD Rapidly Relocatable Tagged Neutron Inspection System (RRTNIS)
Pino, F., Fontana, C.L., Nebbia, G., Pedersen, B., Varasano, G., Sardet, A., Carasco, C., Pérot, B., Sebert, A.G., Poli, J.P., Sannié, G., Iovene, A., Tintori, C., Sibczynski, P., Grodzicki, K., Swiderski, L., Moretto, S.
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (11.01.2021)
Published in Nuclear instruments & methods in physics research. Section A, Accelerators, spectrometers, detectors and associated equipment (11.01.2021)
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Journal Article
Protecting Data from all Parties: Combining FHE and DP in Federated Learning
Sébert, Arnaud Grivet, Sirdey, Renaud, Stan, Oana, Gouy-Pailler, Cédric
Year of Publication 09.05.2022
Year of Publication 09.05.2022
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Journal Article
When approximate design for fast homomorphic computation provides differential privacy guarantees
Sébert, Arnaud Grivet, Zuber, Martin, Stan, Oana, Sirdey, Renaud, Gouy-Pailler, Cédric
Year of Publication 06.04.2023
Year of Publication 06.04.2023
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Journal Article