Linear Layer Leakage on CIFAR-100 32x32x3 (train)
18Model Size Overhead (MB)Sparse MANDRAKE
Evaluation results
| Method | Links | |
|---|---|---|
| Sparse MANDRAKEClients=100, Resolution=32x32x3, Batch size=64, Representation=Sparse weights2023.03 | 18 | |
| Sparse MANDRAKEClients=1000, Resolution=32x32x3, Batch size=64, Representation=Sparse weights2023.03 | 18.3 | |
| MANDRAKEClients=100, Resolution=32x32x3, Batch size=64, Representation=Dense weights2023.03 | 303 | |
| Robbing the FedClients=100, Resolution=32x32x3, Batch size=642023.03 | 600.1 | |
| MANDRAKEClients=1000, Resolution=32x32x3, Batch size=64, Representation=Dense weights2023.03 | 3,003.3 | |
| Robbing the FedClients=1000, Resolution=32x32x3, Batch size=642023.03 | 6,001 |