Constructing Pattern of Mirai Botnets Attack using Graph Theory Approach
International Journal of Advanced Trends in Computer Science and Engineering · 2020
Botnets is a community of Mirai botnets-infected computers to perform various attacks.Hackers were using vulnerabilities in the Mirai botnets to create bots that can execute malicious activities.A sandbox experimentation was conducted to identify Mirai botnets behaviors and distinguish Mirai botnets activities.The Mirai botnets behaviours were analyzed in order to construct the Mirai botnets attack pattern.The Mirai attack pattern is constructing using graph theory approach.The results reveal that the Mirai botnets can be identified by their behaviours by examining their attack activities.The experimental results also indicate that the graph theory approach can be identify and differentiate benign and botnets traffic efficiently.Therefore, this research proposes a graph theory approach in constructing the Mirai botnets attack pattern through its behaviors.