On Partitional Clustering of Malware

Renato Cordeiro De Amorim, Peter Komisarczuk

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    Abstract

    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
    Original languageEnglish
    Pages47-51
    Publication statusPublished - Jul 2012
    Event1st Int Workshop on Cyberpatterns: Unifying Design Patterns with Security, Attack and Forensic Patterns - Abingdon, United Kingdom
    Duration: 9 Jul 201210 Jul 2012

    Workshop

    Workshop1st Int Workshop on Cyberpatterns: Unifying Design Patterns with Security, Attack and Forensic Patterns
    Country/TerritoryUnited Kingdom
    CityAbingdon
    Period9/07/1210/07/12

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