| Efficient homomorphic evaluation of k-NN classifiers M Zuber, R Sirdey Proceedings on Privacy Enhancing Technologies, 2021 | 25 | 2021 |
| SPEED: secure, PrivatE, and efficient deep learning A Grivet Sébert, R Pinot, M Zuber, C Gouy-Pailler, R Sirdey Machine Learning 110 (4), 675-694, 2021 | 23 | 2021 |
| Putting up the swiss army knife of homomorphic calculations by means of TFHE functional bootstrapping PE Clet, M Zuber, A Boudguiga, R Sirdey, C Gouy-Pailler Cryptology ePrint Archive, 2022 | 18 | 2022 |
| Towards real-time hidden speaker recognition by means of fully homomorphic encryption M Zuber, S Carpov, R Sirdey International Conference on Information and Communications Security, 403-421, 2020 | 17 | 2020 |
| BFV, CKKS, TFHE: which one is the best for a secure neural network evaluation in the cloud? PE Clet, O Stan, M Zuber Applied Cryptography and Network Security Workshops: ACNS 2021 Satellite …, 2021 | 16 | 2021 |
| Efficient and accurate homomorphic comparisons O Chakraborty, M Zuber Proceedings of the 10th Workshop on Encrypted Computing & Applied …, 2022 | 10 | 2022 |
| ComBo: A Novel Functional Bootstrapping Method for Efficient Evaluation of Nonlinear Functions in the Encrypted Domain PE Clet, A Boudguiga, R Sirdey, M Zuber International Conference on Cryptology in Africa, 317-343, 2023 | 4 | 2023 |
| A Secure Federated Learning: analysis of different cryptographic tools O Stan, V Thouvenot, A Boudguiga, K Kapusta, M Zuber, R Sirdey SECRYPT 2022-19th International Conference on Security and Cryptography 1 …, 2022 | 4 | 2022 |
| Practical Multi-Key Homomorphic Encryption for More Flexible and Efficient Secure Federated Average Aggregation A Pedrouzo-Ulloa, A Boudguiga, O Chakraborty, R Sirdey, O Stan, ... 2023 IEEE International Conference on Cyber Security and Resilience (CSR …, 2023 | 2 | 2023 |
| 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 | 1 | 2023 |
| Practical Homomorphic Aggregation for Byzantine ML A Choffrut, R Guerraoui, R Pinot, R Sirdey, J Stephan, M Zuber arXiv preprint arXiv:2309.05395, 2023 | 1 | 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 | 1 | 2023 |
| Practical Multi-Key Homomorphic Encryption for Efficient Secure Federated Average Aggregation A Pedrouzo-Ulloa, A Boudguiga, O Chakraborty, R Sirdey, O Stan, ... Poster presentation at the 6th HomomorphicEncryption. org Standards Meeting, 2023 | 1 | 2023 |
| Contributions to data confidentiality in machine learning by means of homomorphic encryption M Zuber Université Paris-Saclay, 2020 | 1 | 2020 |
| Conditional authentication access control method R Sirdey, A Boudguiga, M Zuber US Patent App. 18/460,075, 2024 | | 2024 |
| Method for multi-user confidential querying of the presence of a record in a database A Boudguiga, R Sirdey, S Oana, M Zuber US Patent App. 18/298,180, 2024 | | 2024 |
| The Alliance of HE and TEE to Enhance their Performance and Security S D'Antonio, G Lazarou, G Mazzeo, O Stan, M Zuber, I Tsavdaridis 2023 IEEE International Conference on Cyber Security and Resilience (CSR …, 2023 | | 2023 |
| A Practical and Scalable Privacy-preserving Framework N Avgerinos, S D'Antonio, I Kamara, C Kotselidis, I Lazarou, T Mannarino, ... 2023 IEEE International Conference on Cyber Security and Resilience (CSR …, 2023 | | 2023 |
| When approximate design for fast homomorphic computation provides differential privacy guarantees A Grivet Sébert, M Zuber, O Stan, R Sirdey, C Gouy-Pailler arXiv e-prints, arXiv: 2304.02959, 2023 | | 2023 |
| Legal, ethics, and user requirements, technical specifications and ENCRYPT architecture: Interim report G Lazarou, S Diamantopoulos, J Lloyd, I Kamara, L Dalla Corte, E Kosta, ... European Commission, 2023 | | 2023 |
Renaud SirdeyResearch Director, Commissariat à l'Energie Atomique, FranceVerified email at cea.fr
