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PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things

Jiali Zheng, Yixin Chen, Qijia Lai

2024Future Generation Computer Systems29 citationsDOI

Topics & Concepts

Computer scienceCloud computingFederated learningOverhead (engineering)Normalization (sociology)Raw dataInformation privacyEdge deviceField (mathematics)Enhanced Data Rates for GSM EvolutionDistributed computingMachine learningArtificial intelligenceData scienceData miningComputer securityProgramming languagePure mathematicsSociologyAnthropologyMathematicsOperating systemPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingPrivacy, Security, and Data Protection
PPSFL: Privacy-Preserving Split Federated Learning for heterogeneous data in edge-based Internet of Things | Litcius