A complete formalized knowledge representation model for advanced digital forensics timeline analysis

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TitreA complete formalized knowledge representation model for advanced digital forensics timeline analysis
Type de publicationJournal Article
Year of Publication2014
AuteursChabot Y, Bertaux A, Nicolle C, Kechadi M-T
JournalDIGITAL INVESTIGATION
Volume11
PaginationS95-S105
Date PublishedAUG
Type of ArticleArticle; Proceedings Paper
ISSN1742-2876
Mots-clésDigital forensics, Event reconstruction, Knowledge management, ontology, Timeline analysis
Résumé

Having a clear view of events that occurred over time is a difficult objective to achieve in digital investigations (DI). Event reconstruction, which allows investigators to understand the timeline of a crime, is one of the most important step of a DI process. This complex task requires exploration of a large amount of events due to the pervasiveness of new technologies nowadays. Any evidence produced at the end of the investigative process must also meet the requirements of the courts, such as reproducibility, verifiability, validation, etc. For this purpose, we propose a new methodology, supported by theoretical concepts, that can assist investigators through the whole process including the construction and the interpretation of the events describing the case. The proposed approach is based on a model which integrates knowledge of experts from the fields of digital forensics and software development to allow a semantically rich representation of events related to the incident. The main purpose of this model is to allow the analysis of these events in an automatic and efficient way. This paper describes the approach and then focuses on the main conceptual and formal aspects: a formal incident modelization and operators for timeline reconstruction and analysis. (C) 2014 Digital Forensics Research Workshop. Published by Elsevier Limited. All rights reserved.

DOI10.1016/j.diin.2014.05.009