ResearchBenchmarksSecure Aggregation on CIFAR-10 S (LeNet5, 62k parameters)Secure Aggregation on CIFAR-10 S (LeNet5, 62k parameters)Follow0.655Computation Time (s)PRoVeFL-10.438864.44435139.3275214.21065Jul 7, 2026Evaluation resultsMethodMethodLinksComputation Time (s)Communication Cost (GB)PRoVeFLModel Parameters=62kModel Parameters=62k2026.070.6550.001ELSAModel Parameters=62kModel Parameters=62k2026.071.90.9RoFLModel Parameters=62kModel Parameters=62k2026.072780.8