ResearchBenchmarksPrivacy-Preserving Neural Network Inference (Online Phase) on ResNet LANFollow11.3Communication Overhead (MiB)PrivQJ-57.848408.901875.651,342.399Mar 13, 2026Evaluation ResultsMethodMethodLinksCommunication Overhead (MiB)Communication SpeedupInference Latency (s)Latency SpeedupPrivQJNetwork=LANNetwork=LAN2026.0311.3—1—[14]Network=LANNetwork=LAN2026.031,54413611.611[10]Network=LANNetwork=LAN2026.031,740153410410