Research Article

A Deep Random Forest Model on Spark for Network Intrusion Detection

Table 3

Information of the experimental UNSW-NB15.

ClassTrain setTest set

Normal5600037000
Analysis2000677
Backdoor1746583
DoS122644089
Exploits3339311132
Fuzzers181846062
Generic4000018871
Reconnaissance104913496
Shellcode1133378
Worms13044
Total counts17534182332