Intrusion Detection System for Internet of Things Based on Temporal Convolution Neural Network and Efficient Feature Engineering

Table 3

Bot-IoT dataset statistics.

Normal/attack	Category	Subcategory	Number of records
Attack	Reconnaissance (2.48%)	Service scanning	1,463,364
		OS fingerprinting	358,275
	DoS (52.25%)	TCP	19,547,603
		UDP	18,965,106
		HTTP	19,771
	DDoS (44.98%)	TCP	12,315,997
		UDP	20,659,491
		HTTP	29,706
	Information theft (0.22%)	Keylogging	1,469
		Data exfiltration	118
Normal (0.13%)			9,543
	Total		73,370,443