An Approach Based on the Improved SVM Algorithm for Identifying Malware in Network Traffic

Table 4

Accuracy of OFSVM using different kernel functions.

Dataset	Accuracy (%)
	Polynomial	Sigmoid	Linear	RBF
NTDS1	75.4	87.9	67.4	90.3
NTDS2	86.3	89.3	55.3	88.4
NTDS3	53.8	82.4	64.2	89.3
NTDS4	91.4	87.3	77.3	87.1
CAIDA	72.3	82.7	65.4	86.4
Average	75.84	85.92	65.92	88.3