Membership Inference Attack on AnimateDiff
93.46AUCVidLeaks
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| VidLeaks2026.01 | 93.46 | 49.58 | 87.58 | |
| SRF2026.01 | 92.19 | 26.89 | 87.46 | |
| VidLeaksAttack Type=Reference-based2026.01 | 88.68 | 27.73 | 82.84 | |
| VidLeaksScenario=Query-only2026.01 | 82.92 | 12.6 | 76.6 | |
| SRFAttack Type=Reference-based2026.01 | 82.7 | 8.4 | 75.88 | |
| TGSAttack Type=Reference-based2026.01 | 82.63 | 5.88 | 77.65 | |
| SRFScenario=Query-only2026.01 | 81.61 | 11.4 | 75 | |
| TGS2026.01 | 76.75 | 2.52 | 72.03 | |
| TGSScenario=Query-only2026.01 | 71.07 | 2 | 68 |