OtherOpen Access

Internet of Things (IoT) Security Intelligence: A Comprehensive Overview, Machine Learning Solutions and Research Directions

Authors

Iqbal H. Sarker, Asif Irshad Khan, Yoosef B. Abushark, Fawaz Alsolami

Author Affiliations

Chittagong University of Engineering & Technology, Swinburne University of Technology, University of Science and Technology Chittagong, King Abdulaziz University

Published InPreprints.org

Year2022

Citations43

DOI10.20944/preprints202203.0087.v1

Abstract

The Internet of Things (IoT) is one of the most widely used technologies today, and it has a significant effect on our lives in a variety of ways, including social, commercial, and economic aspects. In terms of automation, productivity, and comfort for consumers across a wide range of application areas, from education to smart cities, the present and future IoT technologies hold great promise for improving the overall quality of human life. However, cyber-attacks and threats greatly affect smart applications in the environment of IoT. The traditional IoT security techniques are insufficient with the recent security challenges considering the advanced booming of different kinds of attacks and threats. Utilizing artificial intelligence (AI) expertise, especially machine and deep learning solutions, is…

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Fields & Keywords

Physical Sciences Computer Science Computer Networks and Communications Network Security and Intrusion Detection Advanced Malware Detection Techniques Anomaly Detection Techniques and Applications Computer security Data science Artificial intelligence Mechanical engineering Programming language Paleontology