From: Electromagnetic radiation-based IC device identification and verification using deep learning
Kernel | Gamma | |||||
---|---|---|---|---|---|---|
0.1 | 1 | 10 | ||||
Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | Training accuracy | Verification accuracy | |
RBF | 0.51 | 0.49 | 0.55 | 0.51 | 0.89 | 0.58 |
Sigmoid | 0.39 | 0.38 | 0.42 | 0.39 | 0.77 | 0.1 |