Assessment of Security Threats via Network Topology Analysis: An Initial Investigation

Trovati, Marcello and Win, Thu Yein and Sun, Quanbin and Kontonatsios, Georgios (2017) Assessment of Security Threats via Network Topology Analysis: An Initial Investigation. Green, Pervasive, and Cloud Computing, 10232. pp. 416-425. ISSN 0302-9743

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Abstract

Computer networks have increasingly been the focus of cyber attack, such as botnets, which have a variety of serious cybersecurity implications. As a consequence, understanding their behaviour is an important step towards the mitigation of such threat. In this paper, we propose a novel method based on network topology to assess the spreading and potential security impact of botnets. Our main motivation is to provide a toolbox to classify and analyse the security threats posed by botnets based on their dynamical and statistical behaviour. This would potentially lead to a better understanding and prediction of cybersecurity issues related to computer networks. Our initial validation shows the potential of our method providing relevant and accurate results.

Item Type: Article
Article Type: Article
Additional Information: ISBN 978-3-319-57186-7 Conference proceedings paper present at: 12th International Conference on Green, Pervasive, and Cloud Computing (GPC) held at Cetara, ITALY on MAY 11-14, 2017
Uncontrolled Keywords: Botnets; Cybersecurity; Network theory
Subjects: Q Science > QA Mathematics > QA75 Electronic computers. Computer science
Q Science > QA Mathematics > QA76 Computer software
Divisions: Schools and Research Institutes > School of Computing and Technology > Technical Computing
Research Priority Areas: Innovation, Design and Technology
Depositing User: Susan Turner
Date Deposited: 15 Mar 2018 10:21
Last Modified: 18 Mar 2018 05:38
URI: http://eprints.glos.ac.uk/id/eprint/5492

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