Feature Inference Attack on CIFAR-10 (test)
4.3MSEVanilla-VFL
Evaluation results
| Method | Links | |
|---|---|---|
| Vanilla-VFLClients=22025.04 | 4.3 | |
| Vanilla-VFLClients=32025.04 | 4.49 | |
| O2SClients=32025.04 | 4.68 | |
| BPFClients=32025.04 | 4.75 | |
| O2SClients=22025.04 | 4.9 | |
| BPFClients=22025.04 | 5.01 | |
| VFL-CZOFOClients=62025.04 | 5.25 | |
| VFL-CZOFOClients=52025.04 | 5.4 | |
| O2SClients=42025.04 | 5.5 | |
| VFL-CZOFOClients=42025.04 | 5.55 | |
| Vanilla-VFLClients=42025.04 | 5.58 | |
| VFL-CZOFOClients=32025.04 | 5.6 | |
| VFL-CZOFOClients=22025.04 | 5.79 | |
| VFL-SGDClients=62025.04 | 6.1 | |
| VFL-SGDClients=52025.04 | 6.25 | |
| O2SClients=52025.04 | 6.43 | |
| BPFClients=52025.04 | 6.48 | |
| VFL-SGDClients=42025.04 | 6.5 | |
| Vanilla-VFLClients=52025.04 | 6.57 | |
| BPFClients=42025.04 | 6.58 | |
| VFL-SGDClients=32025.04 | 6.7 | |
| VFL-SGDClients=22025.04 | 6.74 | |
| OPUS-VFLClients=22025.04 | 6.85 | |
| O2SClients=62025.04 | 7.15 | |
| BPFClients=62025.04 | 7.23 | |
| Vanilla-VFLClients=62025.04 | 7.28 | |
| OPUS-VFLClients=32025.04 | 16.84 | |
| OPUS-VFLClients=42025.04 | 47.57 | |
| OPUS-VFLClients=52025.04 | 78.8 | |
| OPUS-VFLClients=62025.04 | 79.64 |