A Hybrid Swarm Intelligence Algorithm for Intrusion Detection Using Significant Features

Table 6

List of features selected using RFSM methods.

Dataset	Selected features	Number of features
DoS + 10% normal	4, 9, 21, 39, 14, 28, 3, 8, 29, 33, 17, 12, 38, 31	14
Probe + 10% normal	27, 2, 3, 30, 11, 33, 23, 9, 39, 20, 21, 37	12
R2L + 10% normal	24, 15, 23, 7, 25, 16, 8, 33, 29, 38, 21, 30, 32	13
U2R + 10% normal	6, 19, 22, 30, 21, 28, 36, 27, 11, 17, 20	11