Journal of Big Data

Table 2 UNSW-NB15 instances repartition

From: Performance Analysis of Intrusion Detection Systems Using a Feature Selection Method on the UNSW-NB15 Dataset

Attack Type	UNSW-NB15	UNSW-NB15-TRAIN-1	UNSW-NB15-VAL	UNSW-NB15-TEST
Normal	56,000	41,911	14,089	37,000
Generic	40,000	30,081	9919	18,871
Exploits	33,393	25,034	8359	11,132
Fuzzers	18,184	13,608	4576	6062
DoS	12,264	9237	3027	4089
Reconnaissance	10,491	7875	2616	3496
Analysis	2000	1477	523	677
Backdoor	1746	1330	416	583
Shellcode	1133	854	279	378
Worms	130	99	31	44

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