FedSel: Federated SGD Under Local Differential Privacy with Top-k Dimension Selection
Ruixuan Liu, Yang Cao, Masatoshi Yoshikawa, Hong Chen
Topics & Concepts
Differential privacyComputer scienceFederated learningDimension (graph theory)Stochastic gradient descentProcess (computing)Selection (genetic algorithm)Machine learningKey (lock)Artificial intelligenceCrowdsensingScheme (mathematics)Data miningData scienceComputer securityMathematical analysisMathematicsOperating systemPure mathematicsArtificial neural networkPrivacy-Preserving Technologies in DataMobile Crowdsensing and CrowdsourcingStochastic Gradient Optimization Techniques