Efficient Intrusion Detection System for SDN Orchestrated Internet of Things

Table 8

Comparison with works involving the generic CICIDS2017 dataset.

No	Work	Best accuracy (%)	Precision (%)	No of features	SDN based	Remark
1	[26]	99.6	98.8 (DR)	10	No	For all attacks
		—	98.323	10	No	DoS and DDoS
		100	99.999	10	No	DoS and DDoS (class balanced dataset)
2	[27]	99.16	—	—	No	Overall result
		—	98.647	—	No	DoS
3	[28]	95.53	98.94	-	No	Result for DDoS
4	[23]	99.665	94.457 (DR)	—	No	Overall result
		—	97.972 (DR)	—	No	DoS and DDoS
5	[13]	99.912	99.85	—	No	Overall result
		99.778	99.942	—	No	Overall result