VFL Attack Performance on CINIC-10
17.82LISRVILLAIN
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| VILLAINscenario=two-party VFL2026.02 | 17.82 | 81.59 | 99.44 | 99.46 | 99.42 | 99.75 | 61.99 | |
| BASLscenario=two-party VFL2026.02 | 17.66 | 77.79 | 54.11 | 91.52 | 9.54 | 6.94 | 61.62 | |
| feature-based triggerless backdoor attackscenario=two-party VFL2026.02 | 17.36 | — | — | — | 100 | 100 | 60.97 | |
| BadVFLscenario=two-party VFL2026.02 | 17.28 | 79.06 | 99.55 | 99.55 | 98.11 | 99.47 | 38.19 |