A Review on Machine Learning and Deep Learning Perspectives of IDS for IoT: Recent Updates, Security Issues, and Challenges

• Published in: Archives of computational methods in engineering Vol. 28; no. 4; pp. 3211 - 3243
• Main Authors: Thakkar, Ankit, Lohiya, Ritika
• Format: Journal Article
• Language: English
• Published: Dordrecht Springer Netherlands 01.06.2021; Springer Nature B.V
• Subjects: Applications programs; Deep learning; Domains; Electronic devices; Engineering; Firewalls; Intelligent networks; Internet of Things; Intrusion detection systems; Machine learning; Mathematical and Computational Engineering; Original Paper; Security management; Smart buildings; Smart grid; Smart grid technology; Wireless networks; Wireless sensor networks

Internet of Things (IoT) is widely accepted technology in both industrial as well as academic field. The objective of IoT is to combine the physical environment with the cyber world and create one big intelligent network. This technology has been applied to various application domains such as develo...