Linear Layer Leakage on ImageNet 256x256x3 (train)
1,152.8Model Size Overhead (MB)Sparse MANDRAKE
Evaluation results
| Method | Links | |
|---|---|---|
| Sparse MANDRAKEClients=100, Resolution=256x256x3, Batch size=64, Representation=Sparse weights2023.03 | 1,152.8 | |
| Sparse MANDRAKEClients=1000, Resolution=256x256x3, Batch size=64, Representation=Sparse weights2023.03 | 1,153.1 | |
| MANDRAKEClients=100, Resolution=256x256x3, Batch size=64, Representation=Dense weights2023.03 | 19,392.8 | |
| Robbing the FedClients=100, Resolution=256x256x3, Batch size=642023.03 | 38,400.9 | |
| MANDRAKEClients=1000, Resolution=256x256x3, Batch size=64, Representation=Dense weights2023.03 | 192,193.1 | |
| Robbing the FedClients=1000, Resolution=256x256x3, Batch size=642023.03 | 384,001.7 |