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Table 6 Results using the second dataset

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