Journal of Big Data

Table 2 Records of 10% UNSW-NB15 dataset

From: IGRF-RFE: a hybrid feature selection method for MLP-based network intrusion detection on UNSW-NB15 dataset

Class	Training dataset	Test dataset
Normal	56000	37000
Generic	40000	18871
Exploits	33393	11132
Fuzzers	18184	6062
DoS	12264	4089
Reconnaissance	10491	3496
Analysis	2000	667
Backdoor	1746	583
Shellcode	1133	378
Worms	130	44
Total	175341	82332

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