A secure federated learning framework using homomorphic encryption and verifiable computing A Madi, O Stan, A Mayoue, A Grivet-Sébert, C Gouy-Pailler, R Sirdey 2021 Reconciling Data Analytics, Automation, Privacy, and Security: A Big …, 2021 | 64 | 2021 |
SPEED: Secure, PrivatE, and Efficient Deep learning A Grivet Sébert, R Pinot, M Zuber, C Gouy-Pailler, R Sirdey ECML journal track (Machine Learning journal), 2021 | 24* | 2021 |
Detection module of the C-BORD rapidly relocatable tagged neutron inspection system (RRTNIS) F Pino, CL Fontana, G Nebbia, B Pedersen, G Varasano, A Sardet, ... Nuclear Instruments and Methods in Physics Research Section A: Accelerators …, 2021 | 12 | 2021 |
Protecting data from all parties: Combining fhe and dp in federated learning AG Sébert, R Sirdey, O Stan, C Gouy-Pailler arXiv preprint arXiv:2205.04330, 2022 | 11* | 2022 |
Material classification from imprecise chemical composition: probabilistic vs possibilistic approach AG Sébert, JP Poli 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE), 1-8, 2018 | 8 | 2018 |
Combining homomorphic encryption and differential privacy in federated learning AG Sébert, M Checri, O Stan, R Sirdey, C Gouy-Pailler 2023 20th Annual International Conference on Privacy, Security and Trust …, 2023 | 4 | 2023 |
Preference Aggregation in the Generalised Unavailable Candidate Model A Grivet Sébert, N Maudet, P Perny, P Viappiani Algorithmic Decision Theory: 7th International Conference, ADT 2021 …, 2021 | 4 | 2021 |
A Probabilistic Design for Practical Homomorphic Majority Voting with Intrinsic Differential Privacy A Grivet Sébert, M Zuber, O Stan, R Sirdey, C Gouy-Pailler Proceedings of the 11th Workshop on Encrypted Computing & Applied …, 2023 | 2 | 2023 |
When approximate design for fast homomorphic computation provides differential privacy guarantees AG Sébert, M Zuber, O Stan, R Sirdey, C Gouy-Pailler arXiv preprint arXiv:2304.02959, 2023 | 2 | 2023 |
Non-intrusive inspection of cargo containers using the C-BORD Rapidly Relocatable Tagged Neutron Inspection System F Pino, CL Fontana, G Nebbia, C Carasco, B Pérot, A Sardet, JP Poli, ... Journal of Instrumentation 17 (12), T12005, 2022 | 1 | 2022 |
Fuzzy rule learning for material classification from imprecise data A Grivet Sébert, JP Poli Information Processing and Management of Uncertainty in Knowledge-Based …, 2018 | 1 | 2018 |
Combining differential privacy and homomorphic encryption for privacy-preserving collaborative machine learning AG Sébert Université Paris-Saclay, 2023 | | 2023 |
Rank Aggregation by Dissatisfaction Minimisation in the Unavailable Candidate Model AG Sébert, N Maudet, P Perny, P Viappiani 20th International Conference on Autonomous Agents and Multiagent Systems …, 2021 | | 2021 |
C-BORD: neutrons to control sea containers B Perot, G Sannie, A Sardet, C Carasco, JP Poli, A Grivet Sebert Revue Generale Nucleaire, 62-63, 2020 | | 2020 |
Vers la classification de matériaux à partir de compositions chimiques incertaines AG Sébert, JP Poli LFA 2017-26e Rencontres francophones sur la Logique Floue et ses Applications, 2017 | | 2017 |