VFL Attack Performance on Fashion MNIST
59.66LISRVILLAIN
Evaluation Results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VILLAINscenario=two-party VFL2026.02 | 59.66 | 89.11 | 99.93 | 99.96 | 100 | 100 | 83.8 | |
| feature-based triggerless backdoor attackscenario=two-party VFL2026.02 | 59.4 | — | — | — | 100 | 100 | 84.12 | |
| BASLscenario=two-party VFL2026.02 | 58.68 | 86.43 | 89.93 | 96.99 | 62.19 | 62.35 | 83.56 | |
| BadVFLscenario=two-party VFL2026.02 | 58.38 | 88.27 | 99.32 | 99.34 | 100 | 100 | 74.83 |