An Intrusion Detection System for the Internet of Things Based on the Ensemble of Unsupervised Techniques

Table 1

Summary of CES-CIC-IDS 2018 dataset used in the experiments.

Subdataset	Size	Distribution
	1048574	Benign: 446772; DoS attacks-SlowHTTPTest: 139890; DoS attacks-Hulk: 461912
	1048575	Benign: 996077; DoS attacks-GoldenEye: 41508; DoS attacks-Slowloris: 10990
	1048575	Benign: 360833; DDoS attack-LOIC-UDP: 1730; DDoS attack-HOIC: 686012
	1048571	Benign: 472380; DDoS attacks-LOIC-HTTP: 576191
	1048522	Benign: 1048009; Brute force-web: 362; Brute force-XSS: 151
	1048575	Benign: 667626; FTP-brute force: 193360; SSH-brute force: 187589