Open Access

ARTICLE

Data Analysis of Network Parameters for Secure Implementations of SDN-Based Firewall

Rizwan Iqbal^1,*, Rashid Hussain², Sheeraz Arif³, Nadia Mustaqim Ansari⁴, Tayyab Ahmed Shaikh²

1 Department of Telecommunication Engineering, Dawood University of Engineering & Technology, Karachi, Pakistan
2 Faculty of Engineering Sciences and Technology, Hamdard University, Karachi, Pakistan
3 Faculty of Information Technology, Salim Habib University, Karachi, Pakistan
4 Department of Electronic Engineering, Dawood University of Engineering & Technology, Karachi, Pakistan

* Corresponding Author: Rizwan Iqbal. Email:

(This article belongs to the Special Issue: Software-defined Internet-of-Vehicles (SD-IoV) leveraging AI, 5G and NFV)

Computers, Materials & Continua 2023, 77(2), 1575-1598. https://doi.org/10.32604/cmc.2023.042432

Received 30 May 2023; Accepted 29 August 2023; Issue published 29 November 2023

Abstract

Software-Defined Networking (SDN) is a new network technology that uses programming to complement the data plane with a control plane. To enable safe connection, however, numerous security challenges must be addressed. Flooding attacks have been one of the most prominent risks on the internet for decades, and they are now becoming challenging difficulties in SDN networks. To solve these challenges, we proposed a unique firewall application built on multiple levels of packet filtering to provide a flooding attack prevention system and a layer-based packet detection system. This study offers a systematic strategy for wrapping up the examination of SDN operations. The Mininet simulator examines the effectiveness of SDN-based firewalls at various network tiers. The fundamental network characteristics that specify how SDN should operate. The three main analytical measures of the network are jitter, response time, and throughput. During regular operations, their behavior evaluates in the standard SDN conditions of Transmission Control Protocol (TCP) flooding and User Datagram Protocol (UDP) flooding with no SDN occurrences. Low Orbit Ion Cannon (LOIC) is applied to launch attacks on the transmission by the allocated server. Wireshark and MATLAB are used for the behavioral study to determine how sensitive the parameters are used in the SDN network and monitor the fluctuations of those parameters for different simulated scenarios.

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Keywords

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