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Fabiola Espinoza Castellon
Fabiola Espinoza Castellon
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Federated learning with incremental clustering for heterogeneous data
F Espinoza Castellon, A Mayoue, JH Sublemontier, C Gouy-Pailler
2022 International Joint Conference on Neural Networks (IJCNN), 1-8, 2022
62022
Défense contre les attaques par porte dérobée en apprentissage fédéré par estimation du motif d’attaque et élagage
F Espinoza Castellon, D Singh, A Mayoue, C Gouy-Pailler
1
Contributions to effective and secure federated learning with client data heterogeneity
F Espinoza Castellon
Université Paris-Saclay, 2024
2024
FUBA: Federated Uncovering of Backdoor Attacks for Heterogeneous Data
F Espinoza Castellon, D Singh, A Mayoue, C Gouy-Pailler
2023 5th IEEE International Conference on Trust, Privacy and Security in …, 2023
2023
Federated Dataset Dictionary Learning for Multi-Source Domain Adaptation
F Espinoza Castellon, E Fernandes Montesuma, F Ngolè Mboula, ...
arXiv e-prints, arXiv: 2309.07670, 2023
2023
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