An Edge IDS Based on Biological Immune Principles for Dynamic Threat Detection

Table 4

The partial samples in 10% KDDCup99 dataset.

Label	Attack type	Attack code	Attack name	Number of exercising set	Number of test set
0	NOM-AL	0	/	97278	60593
1	PRO-BING		/	4107	4166
		1	Ipsw-eep	1247	306
		2	mscan	—	1053
		3	nmap	231	84
		4	Portsw-eep	1040	354
		5	Saint	—	736
		6	Satan	1589	1633
2	DOS		/	391458	229853
		7	Apache2	—	794
		8	Back	2203	1098
		9	Land	21	9
		10	Mailbomb	—	5000
		11	Neptune	107201	58001
		12	Pod	264	87
		13	Processtable	—	759
		14	Smurf	280790	164091
		15	Teardrop	979	12
		16	udpstorm	—	2