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Published in:
2017 | OriginalPaper | Chapter
Assessment of Security Threats via Network Topology Analysis: An Initial Investigation
Authors : Marcello Trovati, Win Thomas, Quanbin Sun, Georgios Kontonatsios
Published in: Green, Pervasive, and Cloud Computing
Publisher: Springer International Publishing
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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.