Local differentially private federated learning with homomorphic encryption
Jianzhe Zhao, Chenxi Huang, Wenji Wang, Rulin Xie, Rongrong Dong, Stan Matwin
Topics & Concepts
Homomorphic encryptionComputer scienceDifferential privacyShufflingMNIST databaseInferenceEncryptionReduction (mathematics)Federated learningData miningMachine learningArtificial intelligenceTheoretical computer scienceComputer securityDeep learningMathematicsProgramming languageGeometryPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques