Table 1.

Summary of the UNSW-NB15 [64] and Bot-IoT [65] datasets. Reprinted with permission from Ref. [52]. Copyright 2021 IEEE.

Dataset	Category	Training Dataset	Testing Dataset
UNSW-NB15	Normal	56,000	37,000
	Fuzzers	18,184	6062
	Analysis	2000	677
	Backdoors	1746	583
	DoS	12,264	4089
	Exploits	33,393	11,132
	Generic	40,000	18,871
	Recon.	10,491	3496
	Shell	1133	378
	Worms	130	44
	Total	175,341	82,332
Bot-IoT	Normal	286	191
	DoS	146,293	97,529
	DDos	163,287	108,858
	Recon.	54,649	36,433
	Theft	47	32
	Total	364,562	243,043