ResearchBenchmarksSecure Aggregation on CIFAR-10 L (ResNet-18, 273k parameters)Secure Aggregation on CIFAR-10 L (ResNet-18, 273k parameters)Follow0.85Computation Time (s)PRoVeFL-88.276513.32451,114.9251,716.5255Jul 7, 2026Evaluation resultsMethodMethodLinksComputation Time (s)Communication Cost (GB)PRoVeFLModel Parameters=273kModel Parameters=273k2026.070.850.006ELSAModel Parameters=273kModel Parameters=273k2026.077.37.3RoFLModel Parameters=273kModel Parameters=273k2026.072,2293.8