
Efficiently compute AUC in Horizontal FL systems with complete data privacy using FHE.


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privacy-preserving-auc-calculation-for-federated-learning-using-fully-homomorphic-encryption


Privacy-Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption



提案されたFHAUCは、FLシステムにおけるAUC計算をプライバシー保護しながら行い、セキュリティを確保します。



FHAUC: Privacy Preserving AUC Calculation for Federated Learning using Fully Homomorphic Encryption
