articleIEEE Internet of Things JournalJul 7, 2019Closed access

A Supervised Intrusion Detection System for Smart Home IoT Devices

EAEirini AnthiLWLowri WilliamsMSMalgorzata SlowinskaGTGeorge TheodorakopoulosPBPete Burnap

Cardiff University

Indexed incrossref

Abstract

The proliferation in Internet of Things (IoT) devices, which routinely collect sensitive information, is demonstrated by their prominence in our daily lives. Although such devices simplify and automate every day tasks, they also introduce tremendous security flaws. Current insufficient security measures employed to defend smart devices make IoT the “weakest” link to breaking into a secure infrastructure, and therefore an attractive target to attackers. This paper proposes a three layer intrusion detection system (IDS) that uses a supervised approach to detect a range of popular network based cyber-attacks on IoT networks. The system consists of three main functions: 1) classify the type and profile the normal…

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Topics & keywords

Topics
Keywords
  • Computer science
  • Intrusion detection system
  • Internet of Things
  • Intrusion prevention system
  • Computer network
  • Computer security
  • Embedded system
UN Sustainable Development Goals
  • Industry, innovation and infrastructure
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