University of Hertfordshire

On Partitional Clustering of Malware

Research output: Contribution to conferencePaper

Documents

  • 907275

    Accepted author manuscript, 190 KB, PDF document

  • Renato Cordeiro De Amorim
  • Peter Komisarczuk
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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
CountryUnited Kingdom
CityAbingdon
Period9/07/1210/07/12

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

ID: 9822594