ResearchBenchmarksPrivacy-Preserving Federated Learning on Theoretical Complexity AnalysisPrivacy-Preserving Federated Learning on Theoretical Complexity AnalysisFollow2Server Computation ComplexityPEFL1.91.9522.05Jul 22, 2025Evaluation resultsMethodMethodLinksServer Computation ComplexityClient Computation ComplexityServer Communication ComplexityClient Communication ComplexityPEFLTechnique=PHETechnique=PHE2025.072———VerifyNetTechnique=VSSTechnique=VSS2025.072—2—ShieldFLTechnique=PHETechnique=PHE2025.072———DP2GuardTechnique=GSMTechnique=GSM2025.072——2