Lightweight Intrusion Detection Model of the Internet of Things with Hybrid Cloud-Fog Computing

Table 9

Experimental results of BoT-IoT in various types.

Model	Metrics	0	1	2	3	4
TP2SF [17]	Precision	1.0000	0.8700	1.0000	0.7400	0.0000
	Recall	0.8500	0.9800	0.8300	1.0000	0.0000
	F1-score	0.9200	0.9200	0.9000	0.8500	0.0000
Sp2f [18]	Precision	0.9981	1.0000	1.0000	0.9972	1.0000
	Recall	1.0000	0.9981	0.9997	0.9998	0.7083
	F1-score	0.9990	0.9990	0.9998	0.9985	0.8292
ConvNeXt	Accuracy	1.0000	1.0000	1.0000	1.0000	1.0000
	Precision	1.0000	1.0000	0.9811	0.9998	1.0000
	Recall	1.0000	1.0000	0.9630	0.9999	1.0000
	F1-score	1.0000	1.0000	0.9720	0.9999	1.0000
	FAR	0.0000	0.0000	0.0000	0.0000	0.0000
Proposed model	Accuracy	1.0000	1.0000	1.0000	1.0000	1.0000
	Precision	1.0000	1.0000	0.9811	1.0000	1.0000
	Recall	1.0000	1.0000	1.0000	0.9999	1.0000
	F1-score	1.0000	1.0000	0.9905	1.0000	1.0000
	FAR	0.0000	0.0000	0.0000	0.0000	0.0000

The bold value in the table means that the corresponding model is optimal on this performance metric.