ResearchBenchmarksPrivate Inference on MNISTFollow0.0017Latency (LAN)MD-SONIC-0.0258930.1602240.346340.532456Jul 13, 2025Evaluation ResultsMethodMethodLinksLatency (LAN)Latency (WAN)Communication Overhead (MB)MD-SONICArchitecture=LeNetArchitecture=LeNet2025.070.00173.520.48MD-MLArchitecture=LeNetArchitecture=LeNet2025.070.00225.2519.13OursArchitecture=LeNetArchitecture=LeNet2025.070.6911.940.39