Analysis of IoT Bots Against DDOS Attack Using Machine Learning Algorithm
K. Gurulakshmi, Nesarani Abraham · 2018 2nd International Conference on Trends in Electronics and Informatics (ICOEI) · 2018
With the rapid growth of Network Industry more diverse devices are connected and shares their information with each other. Many Technologies such as Cloud Computing, Internet of Things came in existence where huge amount of data being shared. These technologies are used for continuous monitoring of real time event. But if these devices are hacked it creates an adverse effect. Many attacks prevails and DDOS attack is considered for our study. Recent Mirai attack happened due to flow of large volume of traffic towards the server. The aim of this paper is to classify the traffic against normal and abnormal flow with the help of Support Vector Machine Algorithm(SVM) and predicting earlier abnormal activity.