VFL Attack Performance on CIFAR-10
21.64LISRVILLAIN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VILLAINscenario=two-party VFL2026.02 | 21.64 | 84.34 | 99.17 | 99.31 | 99.35 | 99.73 | 75.18 | |
| BASLscenario=two-party VFL2026.02 | 21.59 | 83.33 | 61.73 | 93.79 | 15.84 | 14.2 | 75.31 | |
| feature-based triggerless backdoor attackscenario=two-party VFL2026.02 | 21.53 | — | — | — | 100 | 100 | 75.43 | |
| BadVFLscenario=two-party VFL2026.02 | 20.97 | 82.04 | 97.87 | 98.13 | 100 | 100 | 50.02 |