Image-to-Video Protection on CelebV-Text DynamiCrafter (200 videos)
0.337ISMAdvDM
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| AdvDMOptimization Model=CogVideoX-5B [25]2026.03 | 0.337 | 0.428 | 0.389 | 0.511 | 0.631 | |
| VGMShieldOptimization Model=CogVideoX-5B [25]2026.03 | 0.322 | 0.462 | 0.387 | 0.504 | 0.688 | |
| SDS+Optimization Model=CogVideoX-5B [25]2026.03 | 0.309 | 0.428 | 0.432 | 0.519 | 0.614 | |
| Anti-I2VOptimization Model=CogVideoX-5B [25]2026.03 | 0.294 | 0.431 | 0.376 | 0.491 | 0.62 | |
| MISTOptimization Model=CogVideoX-5B [25]2026.03 | 0.289 | 0.44 | 0.384 | 0.518 | 0.633 | |
| SDS-Optimization Model=CogVideoX-5B [25]2026.03 | 0.286 | 0.422 | 0.493 | 0.579 | 0.664 |