Detecting Cyber-Attacks on Wireless Mobile Networks Using Multicriterion Fuzzy Classifier with Genetic Attribute Selection

Table 5

The WEP/WPA per-class performance of the proposed method with and without attribute selection (approximated to three decimal digits).

Normal/attack	Count	With attribute selection				Without attribute selection
		Precision	Recall		AUC	Precision	Recall		AUC
Normal	15000	0.822	1	0.902	1	0.817	0.996	0.898	0.993
ChopChop	2300	1	0.326	0.491	0.627	0.855	0.130	0.226	0.521
Deauthentication	2300	0.945	0.971	0.958	0.984	0.938	0.981	0.959	0.989
Duration	2300	0.970	0.997	0.983	0.999	0.966	0.986	0.976	0.992
Fragmentation	2300	0.994	0.21	0.347	0.563	0.968	0.338	0.50	0.632