APPLICATIONS OF ARTIFICIAL INTELLIGENCE AND MACHINE LEARNING IN THE SECURITY OF IOT DEVICES

Author Name: 1. Ashadul Haque 2. Debajit Sensarma

Volume/Issue: 03/07

Country: India

DOI NO.: 08.2020-25662434 DOI Link: https://www.doi-ds.org/doilink/12.2022-54626255/UIJIR

Affiliation:

1. Assistant Professor, Dept. of  Computer Science, Vivekananda Mission Mahavidyalaya, West Bengal, India
2. Assistant Professor, Dept. of  Computer Science, Vivekananda Mission Mahavidyalaya, West Bengal, India

ABSTRACT

Any device connected to the internet is called the Internet of Things (IoT). There are more than 20 billion IoT devices present in 2021 and it is expected to increase to 50 billion in 2050. IoT devices have a tremendous effect in various fields like automated devices, medical care, agriculture, traffic system, smart cities, finance, manufacturing and many more. It is very challenging to secure IoT devices from intruders, vulnerable attacks etc as IoT devices have different sizes, power consumption, hardware, software, and configuration and may have operated in real-time or dynamic in nature. In this paper, the authors discuss different parts of IoT devices, the challenges to securing IoT devices and how Artificial Intelligence or Machine Learning (AI/ML) help t secure IoT devices. The authors also discuss related work to secure IoT devices.

Key words: IoT, security, AI, ML, Classification