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PVFL: Verifiable federated learning and prediction with privacy-preserving

Benxin Yin, Hanlin Zhang, Jie Lin, Fanyu Kong, Leyun Yu

2024Computers & Security11 citationsDOI

Topics & Concepts

Computer scienceVerifiable secret sharingFederated learningProcess (computing)Machine learningData sharingScheme (mathematics)Information privacyArtificial intelligenceTraining setAccess controlData miningComputer securityMathematical analysisMathematicsProgramming languageSet (abstract data type)PathologyOperating systemAlternative medicineMedicinePrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques
PVFL: Verifiable federated learning and prediction with privacy-preserving | Litcius