MidSiot: A Multistage Intrusion Detection System for Internet of Things

Table 7

The evaluation results of the multistage IDS.

Dataset	Stage	Accuracy	Training time	Prediction time
IoTID20	1	92.57	35.76	0.44
	2	99.95	11.33	0.26
	3	99.15	15.9	0.31
CIC-IDS-2017	1	94.17	110.31	0.89
	2	99.99	25.65	0.25
	3	99.97	78.68	0.27
BOT-IoT	1	99.92	19.27	0.15
	2	99.99	3.24	0.07
	3	99.93	15.05	0.17