DDoS attack detection and defence mechanism based on second-order exponential smoothing: Holt's model Online publication date: Thu, 01-Sep-2022
by Rachana Yogesh Patil
International Journal of Computer Applications in Technology (IJCAT), Vol. 68, No. 4, 2022
Abstract: Technological progress and digitisation are primarily assisted by the growth of internet. The web has now become a national asset, and all national security relies on it as well. But these emerging developments have also brought with them unparalleled network threats. Among them, a strong and more powerful attack on the internet is a distributed denial of service attack. In this work we propose a novel framework for DDoS detection. To detect anomalous variations in mean distance values the technique of second order exponential smoothing/Holt's method is used. In the proposed context, the DDoS defence module is based on the principle of the rate limitation of incoming traffic on the basis of bandwidth and demand rates from a device connected. The experimental verification of proposed method is done using the NS2 simulator and the results are evaluated with detection rate, throughput and false positive rate.
Existing subscribers:
Go to Inderscience Online Journals to access the Full Text of this article.
If you are not a subscriber and you just want to read the full contents of this article, buy online access here.Complimentary Subscribers, Editors or Members of the Editorial Board of the International Journal of Computer Applications in Technology (IJCAT):
Login with your Inderscience username and password:
Want to subscribe?
A subscription gives you complete access to all articles in the current issue, as well as to all articles in the previous three years (where applicable). See our Orders page to subscribe.
If you still need assistance, please email subs@inderscience.com
Our Blog 
Follow us on Twitter 
Visit us on Facebook