Privacy-preserving neural network inference on VGG (inference)
25.6Inference Latency (s)PrivQJ
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| PrivQJNetwork Setting=LAN2026.03 | 25.6 | 2,557 | — | — | |
| PrivQJNetwork Setting=LAN2026.03 | 25.6 | 2,557 | — | — | |
| PrivQJNetwork Environment=LAN, Cost Type=Online2026.03 | 27 | 2,857 | — | — | |
| FIT [14]Network Environment=LAN, Cost Type=Online2026.03 | 28.4 | 2,844 | — | — | |
| PrivQJNetwork Setting=WAN12026.03 | 238 | — | — | — | |
| PrivQJNetwork Setting=WAN12026.03 | 238 | — | — | — | |
| PrivQJNetwork Environment=WAN1, Cost Type=Online2026.03 | 262.5 | — | — | — | |
| FIT [14]Network Environment=WAN1, Cost Type=Online2026.03 | 268 | — | — | — | |
| [14]Network Setting=LAN2026.03 | 796 | 4,318 | 1.6 | 31 | |
| FITNetwork Setting=LAN2026.03 | 796 | 4,318 | 1.6 | 31 | |
| [14]Network Setting=WAN12026.03 | 1,160 | — | — | 4.8 | |
| FITNetwork Setting=WAN12026.03 | 1,160 | — | — | 4.8 | |
| [10]Network Environment=LAN, Cost Type=Online2026.03 | 1,326 | 7,567 | — | — | |
| [10]Network Setting=LAN2026.03 | 1,326 | 7,567 | 2.9 | 51 | |
| [10]Network Setting=LAN2026.03 | 1,326 | 7,567 | 2.9 | 51 | |
| [10]Network Setting=WAN12026.03 | 1,953 | — | — | 8.1 | |
| [10]Network Setting=WAN12026.03 | 1,953 | — | — | 8.1 | |
| [10]Network Environment=WAN1, Cost Type=Online2026.03 | 1,954 | — | — | — |