Untargeted Identity Retrieval Attack on CelebA-HQ (test)
100IRSE50 Retrieval Rate (R1-U)No Defense
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| No DefensePrompt=a photo of sks person2026.04 | 100 | 100 | 100 | 100 | 98 | 100 | 99.5 | 100 | 99.38 | 100 | |
| Anti-DBPrompt=a photo of sks person2026.04 | 100 | 100 | 96.43 | 100 | 92.86 | 92.86 | 92.86 | 100 | 95.54 | 98.22 | |
| Anti-DiffPrompt=a photo of sks person2026.04 | 100 | 100 | 80 | 100 | 80 | 90 | 100 | 100 | 90 | 97.5 | |
| SimACPrompt=a photo of sks person2026.04 | 94.12 | 94.12 | 76.47 | 88.24 | 70.59 | 82.35 | 82.35 | 94.12 | 80.88 | 89.71 | |
| IDDMPrompt=a photo of sks person2026.04 | 85.35 | 90.45 | 84.71 | 93.63 | 54.14 | 77.07 | 75.8 | 90.45 | 75 | 87.9 |