Abstract
One of the most dynamic and invigorate advancement in information technology is advent of Internet of Things (IoT). IoT is territory of interrelated computational and digital devices with intelligence to transfer data. Along with swift expansion of IoT devices through the world security of things is not at expected height. As a consequence of ubiquitous nature of IoT environment most of the user do not have expertise or willingness to secure devices by themselves. Machine learning approach could be very effective to address security challenges in IoT environment. In recent related papers, the researcher have used machine learning techniques, approaches or methods for securing things in IoT environment. This paper attempts to review the related research on machine learning approaches to secure IoT devices.
Highlights
Internet of Things (IoT) is an umbrella term that cover all the devices over the internet which have ability to transfer the data
Smart home is popular application in which all appliances in home can be controlled and managed by smart devices for instance smart air conditioner can be switched on/off from any place, one can surveillance on their house by CCTV camera from remote location over internet and many more
We study Machine Learning (ML) in Artificial Intelligence (AI)
Summary
IoT is an umbrella term that cover all the devices over the internet which have ability to transfer the data. We concern about those devices which has less or no computation ability, resource constrained, and typically small in size, for instance CCTV camera, sensor etc. There are numerous applications from smart device to smart industries. Smart home (virtual house or home automation) is popular application in which all appliances in home can be controlled and managed by smart devices for instance smart air conditioner can be switched on/off from any place, one can surveillance on their house by CCTV camera from remote location over internet and many more. Smart grid, industrial internet, connected car, smart farming are few more applications
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