A critical review of intrusion detection systems in the internet of things: techniques, deployment strategy, validation strategy, attacks, public datasets and challenges

Cybersecurity

Table 1 Comparison of this survey and similar surveys: (✔: Topic is covered, ✖ the topic is not covered)

Survey	Intrusion Detection System Techniques							Attacks on IoT	Validation Strategy	Deployment Strategy	IoT Dataset
	SIDS	AIDS					Hybrid IDS
	SIDS	Supervised	Unsupervised	Semi-supervised	Ensemble methods	Deep Learning	Hybrid IDS
Lunt (Lunt, 1988)	✔	✖	✖	✖	✖	✖	✖	✖	✖	✖	✖
Axelsson (Axelsson, 2000)	✔	✔	✖	✖	✖	✖	✖	✖	✖	✖	✖
Liao, et al. (Liao et al., 2013b)	✔	✔	✔	✖	✖	✖	✔	✖	✖	✖	✖
Agrawal and Agrawal (Agrawal & Agrawal, 2015)	✔	✔	✔	✔	✔	✖	✔	✖	✖	✖	✖
Buczak and Guven (Buczak & Guven, 2016)	✔	✔	✔	✖	✔	✖	✔	✔	✖	✖	✖
Zarpelao, et al. (Zarpelao et al., 2017)	✖	✔	✔	✖	✖	✖	✖	✔	✔	✔	✖
Khraisat, et al. (Khraisat et al., 2019a)	✔	✔	✔	✔	✔	✔	✖	✖	✖	✖	✔
This survey	✔	✔	✔	✔	✔	✔	✔	✔	✔	✔	✔