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

Table 2

Recall, -measure, and precision of some DL approaches.

Type of traffic	Precision	SAE	-measure	Precision	DBN	-measure	Precision	DCAE	-measure
		Recall			Recall			Recall
Standard	97.1	96.7	96.4	96.2	96.3	96.4	98.6	99.7	98.7
Scan	99.5	98.5	98.5	98.6	98.4	98.7	99.3	99.7	99.8
Exploit	97.7	96.3	95.9	96.38	95.9	97.2	98.94	99.8	99.9
Botnet	97.4	98.8	98.10	97.4	98.7	97.2	99.7	99.8	99.2
APT	96.6	94.5	95.6	98.4	93.4	95.9	99.3	95.10	98.2
Web-based	98.9	98.6	98.8	97.8	98.7	98.8	99.3	99.6	99.04
Total	97.97	97.96	97.99	97.95	97.95	97.96	99.99	99.99	99.99