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.
On partitional clustering of malware.pdf - Accepted Version
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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)|
|Uncontrolled Keywords:||Malware; Intelligent K-Means; Clustering|
|Depositing User:||Vani Aul|
|Date Deposited:||21 Mar 2014 15:14|
|Last Modified:||31 Mar 2017 10:21|
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