Intrusion Detection Systems for the Internet of Things Network: Survey on Rare Attacks

Abstract

The rapid expansion of Internet of Things (IoT) devices has led to a paradigm shift in the cyber-security landscape, with new security challenges. intrusion detection is considered one of the most challenging tasks in order to protect IoT networks from multiple attacks. This paper tries to provide a comprehensive survey of the different methods and techniques that are employed in intrusion detection in IoT networks, especially for rare attacks. Through this study, we show the importance of rare attacks and give a summary of existing stations. Finally, we discuss the challenges and open issues of intrusion detection in IoT networks and present the implications of the proposed solutions. We believe that the survey can help researchers in the field of IoT security develop more effective and secure techniques,