Table 9 Ablation component analysis.
From: Secure facial biometric authentication in smart cities using multimodal methodology
Model | Accuracy (%) | EER (%) | AUC | Remarks |
|---|---|---|---|---|
CNN | 95.6 | 4.2 | 0.98 | baseline |
ResNet-50 | 96.0 | 3.8 | 0.985 | pretrained |
CNN + ResNet-50 without Crypto | 96.77 | 3.3 | 0.986 | integration |
Full Proposed Model | 96.80 | 3.2 | 0.987 | Facial template protection |
