A Mechanism for Detecting the Intruder in the Network through a Stacking Dilated CNN Model

Table 8

Evaluation of convolutional layers and activation function (AF).

Convolution layer	AF	AUC	Execution period	Limitation set
1	Unit of sigmoid	99.91	99.72
	Rectified linear unit	99.99	40.1
	Unit of sigmoid	99.81	109.12
	2
		Rectified linear unit	99.70	59.12
Unit of sigmoid		99.91	99.23
3
	Rectified linear unit	99.60	39.7