A Deep Random Forest Model on Spark for Network Intrusion Detection

Table 4

Information of the experimental CICIDS2017.

Class	Number	Proportion
Normal	2089692	83.07
DoS Hulk	172838	6.87
PortScan	128008	5.08
DDoS	90694	3.6
Dos GoldenEye	10283	0.41
FTP-Patator	5931	0.23
SSH-Patator	5385	0.21
DoS Slowloris	5228	0.2
DoS SlowHTTPTest	3219	0.12
Web attacks	2143	0.085
Bot	1948	0.08
Infiltration	36	0.0014
Heartbleed	11	0.0004