Machine Learning Techniques & Internet of Things Security Issues
Urvashi Rana, Vijay Nandal · Journal of Emerging Technologies and Innovative Research · 2020
IOT define as Internet of Things where several devices are connected with internet through many technologies and make impossible things possible and gives impact on human lifestyles, IOT work on various types of sensors, layers and algorithm which helps to maintain security and perform well. IOT has become a basic part of today’s industrial, agriculture, healthcare, smart city, studies and in manufacturing, transportation rising and with that it include many security on which applications works. In this paper, first section introduction of IOT explained and show how devices connected with IOT platforms, small introduction on devices used for communication purpose. In second section, various security issue, attack was discussed and explained the security requirement which based on many security attack layers like physical, network, software and encryption attack and how to solve them. Third paper, describe how machine learning provide better security in IOT devices with different techniques to improve security issue and attack.