Linear Layer Leakage on MNIST 28x28x1 (train)
4.6Model Size Overhead (MB)Sparse MANDRAKE
Evaluation results
| Method | Links | |
|---|---|---|
| Sparse MANDRAKEClients=100, Resolution=28x28x1, Batch size=64, Representation=Sparse weights2023.03 | 4.6 | |
| Sparse MANDRAKEClients=1000, Resolution=28x28x1, Batch size=64, Representation=Sparse weights2023.03 | 4.6 | |
| MANDRAKEClients=100, Resolution=28x28x1, Batch size=64, Representation=Dense weights2023.03 | 77.3 | |
| Robbing the FedClients=100, Resolution=28x28x1, Batch size=642023.03 | 153.2 | |
| MANDRAKEClients=1000, Resolution=28x28x1, Batch size=64, Representation=Dense weights2023.03 | 766.4 | |
| Robbing the FedClients=1000, Resolution=28x28x1, Batch size=642023.03 | 1,532.2 |