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

Table 3

Network traffic datasets.

Dataset	Training set		Testing set
	Nonmalware	Malware	Nonmalware	Malware
NTDS1	17,296	5,690	7,435	4,709
NTDS2	15,735	3,972	8,395	3,674
NTDS3	12,947	4,468	7,083	4,238
NTDS4	19,392	4,938	8,974	3,950
CAIDA	170,874	9,763	29,047	11,933