Theo dõi
Constance Beguier
Constance Beguier
Tên khácConstance Morel
Applied Cryptographer, Tandem Technology
Email được xác minh tại beguier.eu
Tiêu đề
Trích dẫn bởi
Trích dẫn bởi
Năm
Privacy-preserving classification on deep neural network
H Chabanne, A De Wargny, J Milgram, C Morel, E Prouff
Cryptology ePrint Archive, 2017
4272017
Siloed federated learning for multi-centric histopathology datasets
M Andreux, JO du Terrail, C Beguier, EW Tramel
Domain Adaptation and Representation Transfer, and Distributed and …, 2020
1372020
Federated learning for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer
J Ogier du Terrail, A Leopold, C Joly, C Béguier, M Andreux, C Maussion, ...
Nature medicine 29 (1), 135-146, 2023
1182023
Security analysis of bloom filter-based iris biometric template protection
J Bringer, C Morel, C Rathgeb
2015 international conference on biometrics (ICB), 527-534, 2015
662015
Security analysis and improvement of some biometric protected templates based on Bloom filters
J Bringer, C Morel, C Rathgeb
Image and Vision Computing 58, 239-253, 2017
512017
Efficient sparse secure aggregation for federated learning
C Beguier, M Andreux, EW Tramel
arXiv preprint arXiv:2007.14861, 2020
41*2020
Differentially private federated learning for cancer prediction
C Beguier, JO Terrail, I Meah, M Andreux, EW Tramel
arXiv preprint arXiv:2101.02997, 2021
232021
Collaborative federated learning behind hospitals’ firewalls for predicting histological response to neoadjuvant chemotherapy in triple-negative breast cancer
JO Du Terrail, A Leopold, C Joly, C Beguier, M Andreux, C Maussion, ...
medRxiv, 2021.10. 27.21264834, 2021
182021
Shuffling is not sufficient: Security analysis of cancelable iriscodes based on a secret permutation
J Bringer, H Chabanne, C Morel
IEEE International Joint Conference on Biometrics, 1-8, 2014
152014
Recognition over encrypted faces
H Chabanne, R Lescuyer, J Milgram, C Morel, E Prouff
Mobile, Secure, and Programmable Networking: 4th International Conference …, 2019
142019
Securefedyj: a safe feature gaussianization protocol for federated learning
T Marchand, B Muzellec, C Béguier, J Ogier du Terrail, M Andreux
Advances in Neural Information Processing Systems 35, 36585-36598, 2022
72022
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