Securing the IoT System of Smart City against Cyber Threats Using Deep Learning

Table 7

The accuracy obtained on each classifier.

Dataset	Classifier	Accuracy (%)	Dataset	Classifier	Accuracy (%)
Weather	Random forest	99.3	Garage door	Voting classifier	99.7
	Voting classifier	99		Random forest	99.3
	ANN	87.60		ANN	89.80
	1D CNN	86.85		1D CNN	83.35
Thermostat	Voting classifier	99.7	Motion light	Random forest	97.73
	Random forest	99		Voting classifier	96.95
	ANN	66.32		ANN	85.3
	1D CNN	66.63		1D CNN	79.23
GPS tracker	Voting classifier	99.7	Modbus	Voting classifier	99.7
	Random forest	99.5		Random forest	99.3
	ANN	80.65		ANN	67.03
	1D CNN	86.10		1D CNN	67.03