Image Classification on CIFAR-10 (Data Exchange and Distribution Time)
0.0039Distribution Time (s)ERIS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ERISBackbone=ResNet92026.02 | 0.0039 | — | |
| ShatterBackbone=ResNet92026.02 | 1.32 | — | |
| SoteriaFLBackbone=ResNet92026.02 | 1.65 | — | |
| PriPruneBackbone=ResNet9, Pruning rate=0.12026.02 | 29.5 | — | |
| PriPruneBackbone=ResNet9, Pruning rate=0.052026.02 | 31.35 | — | |
| PriPruneBackbone=ResNet9, Pruning rate=0.012026.02 | 32.65 | — | |
| FedAvgBackbone=ResNet9, Local Differential Privacy (LDP)=true2026.02 | 33 | — |