Bayesian trust analysis of flooding attacks in distributed software defined networking nodes

Moorthy, Vaishnavi and Venkataraman, Revathi and Gururajan, Raj ORCID: https://orcid.org/0000-0002-5919-0174 (2020) Bayesian trust analysis of flooding attacks in distributed software defined networking nodes. Journal of Ambient Intelligence and Humanized Computing, 12. pp. 7489-7498. ISSN 1868-5137


Abstract

As the networking infrastructure is becoming complex, there is a parallel increase in the networking scenario to become more vulnerable to various types of sophisticated malicious attacks. This leads to the data and information loss. The most feasible way to reduce the vulnerable and malicious attacks is by evaluating trust of the interacting agents in a network. The primary objective of this paper is to analyze the flooding attacks caused due to the communication protocols like TCP and UDP in software defined spine leaf topology. The trust analysis is done using Bayesian networks for a reliable communication network. The probability and the causal effect of the denial of service in the proposed distributed networking scenario are reasoned out. The trust analysis will help to increase the confidence over a dedicated communication at the time of malicious attack over the distributed network. This analysis will enable the software defined control plane to make a crucial and needed decision over its communication with other nodes during compromised security attack through communication protocols.


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Item Type: Article (Commonwealth Reporting Category C)
Refereed: Yes
Item Status: Live Archive
Additional Information: Files associated with this item cannot be displayed due to copyright restrictions.
Faculty/School / Institute/Centre: Historic - Faculty of Business, Education, Law and Arts - School of Management and Enterprise (1 Jul 2013 - 17 Jan 2021)
Faculty/School / Institute/Centre: Historic - Faculty of Business, Education, Law and Arts - School of Management and Enterprise (1 Jul 2013 - 17 Jan 2021)
Date Deposited: 27 Aug 2020 04:41
Last Modified: 14 Jul 2021 01:09
Uncontrolled Keywords: Wireless sensor networks, Communication, Software defined networks, Flooding attacks, Trust analysis
Fields of Research (2008): 08 Information and Computing Sciences > 0806 Information Systems > 080608 Information Systems Development Methodologies
Socio-Economic Objectives (2008): E Expanding Knowledge > 97 Expanding Knowledge > 970108 Expanding Knowledge in the Information and Computing Sciences
Identification Number or DOI: https://doi.org/10.1007/s12652-020-02428-7
URI: http://eprints.usq.edu.au/id/eprint/39292

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