ResearchBenchmarksPrivacy-Preserving Neural Network Inference (Online Phase) on VGG LANFollow2,410Communication (MiB)PrivQJ2,203.723,596.114,988.56,380.89Mar 13, 2026Evaluation ResultsMethodMethodLinksCommunication (MiB)Communication SpeedupInference Time (s)Inference Time SpeedupPrivQJNetwork=LANNetwork=LAN2026.032,410—24—[14]Network=LANNetwork=LAN2026.032,8441.1828.41.17[10]Network=LANNetwork=LAN2026.037,5673.11,32654