On partitional clustering of malware

Cordeiro de Amorim, Renato and Komisarczuk, Peter (2012) On partitional clustering of malware. In: 1st International Workshop on Cyberpatterns: Unifying Design Patterns with Security, Attack and Forensic Patterns, 9-10 July 2012, Abingdon, UK.

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In this paper we fully describe a novel clustering method for malware, from the transformation of data into a manipulable standardised data matrix, finding the number of clusters until the clustering itself including visualisation of the high-dimensional data. Our clustering method deals well with categorical data and clusters the behavioural data of 17,000 websites, acquired with Capture-HPC, in less than 2 minutes.

Item Type: Conference or Workshop Item (Paper)
Page Range: pp. 47-51
Keywords: Malware; Intelligent K-Means; Clustering
Subjects: Computing
Depositing User: Vani Aul
Date Deposited: 21 Mar 2014 15:14
Last Modified: 28 Aug 2021 07:17
URI: https://repository.uwl.ac.uk/id/eprint/763


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