Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack

Muhammad Reazul Haque and Saw, Chin Tan and Zulfadzli Yusoff and Kashif Nisar and Rizaludin Kaspin and Iram Haider and Sana Nisar and Rodrigues, J. P. C. and Bhawani Shankar Chowdhry and Muhammad Aslam Uqaili and Satya Prasad Majumder and Danda B. Rawat and Etengu, Richard and Rajkumar Buyya (2021) Unprecedented smart algorithm for uninterrupted SDN services during DDoS attack. Computers, Materials and Continua, 70. pp. 875-894. ISSN 1546-2218 (P-ISSN) , 1546-2226 (E-ISSN)

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Abstract

In the design and planning of next-generation Internet of Things (IoT), telecommunication, and satellite communication systems, controller placement is crucial in software-defined networking (SDN). The programmability of the SDN controller is sophisticated for the centralized control system of the entire network. Nevertheless, it creates a significant loophole for the manifestation of a distributed denial of service (DDoS) attack straightforwardly. Furthermore, recently a Distributed Reflected Denial of Service (DRDoS) attack, an unusual DDoS attack, has been detected. However, minimal deliberation has given to this forthcoming single point of SDN infrastructure failure problem. Moreover, recently the high frequencies of DDoS attacks have increased dramatically. In this paper, a smart algorithm for planning SDN smart backup controllers under DDoS attack scenarios has proposed. Our proposed smart algorithm can recommend single or multiple smart backup controllers in the event of DDoS occurrence. The obtained simulated results demonstrate that the validation of the proposed algorithm and the performance analysis achieved 99.99% accuracy in placing the smart backup controller under DDoS attacks within 0.125 to 46508.7 s in SDN.

Item Type:	Article
Keyword:	SDN , Smart algorithm , RTZLK-DAASCP , DDoS attack , DRDoS
Subjects:	Q Science > QA Mathematics > QA1-939 Mathematics > QA71-90 Instruments and machines > QA75.5-76.95 Electronic computers. Computer science > QA76.75-76.765 Computer software
Department:	FACULTY > Faculty of Computing and Informatics
Depositing User:	SAFRUDIN BIN DARUN -
Date Deposited:	12 Jul 2022 09:23
Last Modified:	12 Jul 2022 09:23
URI:	https://eprints.ums.edu.my/id/eprint/33108

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