CLFLDP: Communication-efficient layer clipping federated learning with local differential privacy
Shuhong Chen, Jiawei Yang, Guojun Wang, Zijia Wang, Haojie Yin, Yinglin Feng
Topics & Concepts
Computer scienceDifferential privacyUploadRelevance (law)Scheme (mathematics)Clipping (morphology)Layer (electronics)Artificial intelligenceDifferential (mechanical device)Machine learningData miningWorld Wide WebEngineeringPhilosophyMathematicsOrganic chemistryLinguisticsPolitical scienceAerospace engineeringLawChemistryMathematical analysisPrivacy-Preserving Technologies in DataCryptography and Data SecurityStochastic Gradient Optimization Techniques