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PFLM: Privacy-preserving federated learning with membership proof

Changsong Jiang, Chunxiang Xu, Yuan Zhang

2021Information Sciences84 citationsDOI

Topics & Concepts

Computer scienceElGamal encryptionRandom oracleCorrectnessMathematical proofHomomorphic encryptionCryptographyTheoretical computer scienceOracleScheme (mathematics)Robustness (evolution)EncryptionComputer securityCloud computingCryptographic primitivePublic-key cryptographyCryptographic protocolAlgorithmMathematicsBiochemistryGeneChemistryMathematical analysisGeometrySoftware engineeringOperating systemPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques
PFLM: Privacy-preserving federated learning with membership proof | Litcius