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Plan de thèse - Coggle Diagram
Plan de thèse
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Etat de l'art
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Machine Unlearning
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Unlearning dans FL (naissant, pas mature)
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Contribution1 : Data - Level Distritbution Invariance Local Differential Privacy in Federated Learning
Papier 1 (C) - Early Detection of Diabetes Mellitus Using Differentially Private SGD in Federated Learning
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Papier 3 (A) - Enhancing_Privacy_and_Robustness_in_Federated_Learning_with_Local_Data_Distribution_Invariance_and_Byzantine_ResilientAggregation__1
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Contribution 2 : Multi Level Adaptative Differential Privacy and Light Homomorphic Encryption Score based in Hierarchical Federated Learning
Papier 4 (SI) -Hierarchical_Federated_Learning_with_Encrypted_Contribution_Scoring_and_Dynamic_Privacy_Allocation
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Synthèse Générale des Contributions : Unifier DP, spectral filtering et unlearning