Threat Detection Model in Edge for the Internet of Things - A Comprehensive Multi-Layer Solution to Detect Threats in Edge and Cluster Large Networks of IoT

摘要

The Internet of Things (IoT) is emerging rapidly, with a huge impact on consumer products, resulting in the emergence of AI-based products such as Google Home and Amazon Echo. As the scale of IoT products gets larger, the more they would have to process personal information of users on a daily basis and as a result, the enterprises will have to enhance the security features to protect the devices from attacks. The addition of security features might effectively mean an increase in processing capability, increase in cost and storage, while the device-makers look to keep the prices low. This paper attempts to analyze security risks surrounding the Internet of Things and offer intrusion detection solution at the edge by a detection mechanism in the router.