ResearchBenchmarksPrivacy-Preserving Neural Network Inference (Online Phase) on AlexNet LANFollow2.5Communication Overhead (MiB)PrivQJ-23.76153.495330.75508.005Mar 13, 2026Evaluation ResultsMethodMethodLinksCommunication Overhead (MiB)Communication SpeedupInference Latency (s)Time SpeedupPrivQJNetwork=LANNetwork=LAN2026.032.5—0.4—[14]Network=LANNetwork=LAN2026.03249982.35.2[10]Network=LANNetwork=LAN2026.03659260189439