The use of Artificial Intelligence in digital forensics: An introduction

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Mitchell, Faye

Dr Faye Mitchell argues that the use of Artificial Intelligence, which is a well-established area of modern computer science that is capable of dealing with computationally large or complex problems, could be useful for digital forensics. Digital forensics is becoming increasingly important, and often requires the intelligent analysis of large amounts of complex data. Artificial Intelligence could help to bridge the gap.
  • References (11)
    11 references, page 1 of 2

    3 George F. Luger, Artificial Intelligence: Structures and Strategies for Complex Problem Solving (6th edition, 2009 Addison-Wesley); Stuart Russell and Peter Norvig, Artificial Intelligence: A Modern Approach (3rd edition, 2010, Prentice Hall).

    4 W3C (2004) RDF Primer at http://www.w3.org/TR/rdf-primer/; W3C (2006) Extensible Markup Language (XML) 1.1 (Second Edition) at http://www.w3.org/TR/xml11/.

    5 Adam Farquhar, Richard Fikes and James Rice, 'The Ontolingua Server: a Tool for Collaborative Ontology Construction', International Journal of Human-Computer Studies, 1997, Volume 46, pp 707-727.

    6 Philip Turner, 'Unification of digital evidence from disparate sources (Digital Evidence Bags)', Digital Investigation (2005) 2(3), pp 223-228.

    7 D. A. Duce, F. R. Mitchell and P. Turner, 'Digital Forensics: Challenges and Opportunities', in John Haggerty and Madjid Merabti, (eds), ACSF 2007: Proceedings of the 2nd Conference on Advances in Computer Security and Forensics, (Liverpool John Moores University, School of Computing & Mathematical Sciences, 2007).

    8 The UCI Machine Learning Repository (http://archive.ics.uci.edu/ml/) is an example of such a case repository, and is used by the Machine Learning community to test new algorithms.

    20 Bruno W. P. Hoelz, CĂ©lia G. Ralha and Rajiv Geeverghese, Artificial intelligence applied to computer forensics in Proceedings of the 2009 ACM symposium on Applied Computing, Honolulu, Hawaii, (ACM, 2009), pp 883-888.

    21 Simon L. Garfinkel, 'Forensic feature extraction and cross-drive analysis', Digital Investigation, 3S (2006), pp S71-81

    22 Clive Blackwell, 'Managing evidence with an expert system', 2nd Workshop of the AI in forensics SIG, Cybersecurity KTN (London 2009), available at http://www.ktn.qinetiqtim.net/resources.php?page=rs_ktnpublications.

    23 Philip Turner, 'Unification of digital evidence from disparate sources (Digital Evidence Bags)', Digital Investigation (2005) 2(3), pp 223-228.

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