Improved TLBO-JAYA Algorithm for Subset Feature Selection and Parameter Optimisation in Intrusion Detection System

Table 9

CICIDS dataset.

Attack class	14 types of attacks	No. of instances
Benign (normal)		2,359,087
DOS	DDoS, slowloris, Heratbleed, Hulk, GoldenEye, Slowhttptest	294,506
PortScan	Portscan	158,930
Bot	Bot	1,966
Brute-Force	FTP-Patator, SSH-Patator	13,835
Web attack	Web attack XSS, web attack SQL injection, web attack brute force	2,180
Infiltration	Infiltration	36