LNNLS-KH: A Feature Selection Method for Network Intrusion Detection

Table 8

Attack time and attack types of the CICIDS2017 dataset.

Time	Type	Label	Amount	Total
Monday	Normal	BENIGN	529918	529918
Tuesday	Normal	BENIGN	432074	445909
	Brute force	FTP patator	7938
		SSH patator	5897
Wednesday	Normal	BENIGN	440031	692703
	DoS	DoS GoldenEye	10293
		DoS slowhttptest	5499
		Dos slowloris	5796
		Heart bleed	11
Thursday morning	Normal	BENIGN	168186	170366
	Web attack	Web attack brute force	1507
		Web attack sql injection	21
		Web attack XSS	652
Thursday afternoon	Normal	BENIGN	288566	288602
	Infiltration	Infiltrationdnt	36
Friday morning	Normal	BENIGN	189067	191033
	Botnet	Bot	1966
Friday afternoon (1)	Normal	BENIGN	97718	225745
	DDoS	DDoS	128027
Friday afternoon (2)	Normal	BENIGN	127537	286467
	PortScan	PortScan	158930