Machine Learning-based Intrusion Detection System Through WPA3 Protocol in Smart Contract System

Abstract

Nowadays, the Internet has become one of the basic human needs of professionals. With the massive number of devices, reliability, and security will be crucial in the coming ages. Routers are common to provide us with the internet. These routers can be operated in different modes. Some routers use the Wifi Security Protocol (WPA) or WPA2, and the Wifi Alliance introduced WPA3 on 25 June 2018. There are a lot of papers regarding Smart Contract (SC)–based IDS as well as Machine Learning-based IDS. Very few discuss combining SC and ML-based IDS for different authentication processes. In this paper, we will discuss how combining SC and ML plays a vital role in authentication. Also, we play the role of embedded IDS system so that existing vulnerabilities of the WPA2 and WPA3 can be reduced to 99.62%.