Table 7 Results using the third dataset
From: Electromagnetic radiation-based IC device identification and verification using deep learning
Kernel | Gamma | |||||
0.1 | 0.5 | 1 | ||||
Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | |
RBF | 0.61 | 0.60 | 0.68 | 0.63 | 0.73 | 0.63 |
Kernel | Gamma | |||||
2 | 5 | 10 | ||||
Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | |
RBF | 0.77 | 0.59 | 0.83 | 0.48 | 0.88 | 0.36 |