Face Template Inversion Attack on Age-DB
99.67Type-I TARCLIP-FTI
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIP-FTIF_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=ElasticFace, FAR (False Acceptance Rate)=10^-32025.12 | 99.67 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=ElasticFace, FAR (False Acceptance Rate)=10^-32025.12 | 99.6 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=ArcFace, FAR (False Acceptance Rate)=10^-32025.12 | 94.05 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=ArcFace, FAR (False Acceptance Rate)=10^-32025.12 | 79.82 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=ArcFace, FAR (False Acceptance Rate)=10^-32025.12 | 69.25 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=ElasticFace, FAR (False Acceptance Rate)=10^-32025.12 | 68.37 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=ArcFace, FAR (False Acceptance Rate)=10^-32025.12 | 67.16 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=ElasticFace, FAR (False Acceptance Rate)=10^-32025.12 | 58.04 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=HRNet, FAR (False Acceptance Rate)=10^-32025.12 | 18.57 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=HRNet, FAR (False Acceptance Rate)=10^-32025.12 | 15.66 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=HRNet, FAR (False Acceptance Rate)=10^-32025.12 | 9.8 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=HRNet, FAR (False Acceptance Rate)=10^-32025.12 | 6 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=AttentionNet, FAR (False Acceptance Rate)=10^-32025.12 | 4.37 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=GhostNet, FAR (False Acceptance Rate)=10^-32025.12 | 3.72 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=AttentionNet, FAR (False Acceptance Rate)=10^-32025.12 | 3.53 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ElasticFace, F_loss (Surrogate Backbone)=ArcFace, F_target (Target Backbone)=GhostNet, FAR (False Acceptance Rate)=10^-32025.12 | 3.03 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=AttentionNet, FAR (False Acceptance Rate)=10^-32025.12 | 2.04 | — | — | |
| CLIP-FTIF_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=GhostNet, FAR (False Acceptance Rate)=10^-32025.12 | 1.3 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=GhostNet, FAR (False Acceptance Rate)=10^-32025.12 | 0.97 | — | — | |
| Otroshi et al.F_database (Leaked Backbone)=ArcFace, F_loss (Surrogate Backbone)=ElasticFace, F_target (Target Backbone)=AttentionNet, FAR (False Acceptance Rate)=10^-32025.12 | 0.96 | — | — | |
| CLIP-FTIF_database=ArcFace, F_loss=ElasticFace2025.12 | — | 90.02 | 97.87 | |
| CLIP-FTIF_database=ElasticFace, F_loss=ArcFace2025.12 | — | 95.03 | 98.98 | |
| Otroshi et al.F_database=ArcFace, F_loss=ElasticFace2025.12 | — | 79.82 | 94.05 | |
| Otroshi et al.F_database=ElasticFace, F_loss=ArcFace2025.12 | — | 92.26 | 97.43 |