articleIEEE Communications Surveys & TutorialsJan 1, 2019Closed access

Network Intrusion Detection for IoT Security Based on Learning Techniques

Centre National de la Recherche Scientifique · Université de Bordeaux · +3 more institutions

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Abstract

Pervasive growth of Internet of Things (IoT) is visible across the globe. The 2016 Dyn cyberattack exposed the critical fault-lines among smart networks. Security of IoT has become a critical concern. The danger exposed by infested Internet-connected Things not only affects the security of IoT but also threatens the complete Internet eco-system which can possibly exploit the vulnerable Things (smart devices) deployed as botnets. Mirai malware compromised the video surveillance devices and paralyzed Internet via distributed denial of service attacks. In the recent past, security attack vectors have evolved bothways, in terms of complexity and diversity. Hence, to identify and prevent or detect novel attacks, it…

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