Untargeted Identity Retrieval Attack on CelebA-HQ (test subset: dslr portrait of sks person)
94.78IRSE50 Rank-1 AccuracyAnti-DB
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| Anti-DBPrompt=a dslr portrait of sks person2026.04 | 94.78 | 98.51 | 82.84 | 93.28 | 66.42 | 83.58 | 85.07 | 96.27 | 82.28 | 92.91 | |
| No DefensePrompt=a dslr portrait of sks person2026.04 | 93.02 | 97.29 | 89.15 | 95.74 | 82.56 | 92.64 | 90.7 | 95.74 | 88.86 | 95.35 | |
| Anti-DiffPrompt=a dslr portrait of sks person2026.04 | 81.25 | 93.75 | 56.25 | 75 | 43.75 | 62.5 | 65.63 | 81.25 | 61.72 | 78.13 | |
| SimACPrompt=a dslr portrait of sks person2026.04 | 71.43 | 85.71 | 42.86 | 71.43 | 28.57 | 42.86 | 57.14 | 57.14 | 50 | 64.29 | |
| IDDMPrompt=a dslr portrait of sks person2026.04 | 70.67 | 89.42 | 54.81 | 77.4 | 35.1 | 61.54 | 58.17 | 80.77 | 54.69 | 77.28 |