Data Corpora for Digital Forensics Education and Research

Abstract : Data corpora are very important for digital forensics education and research. Several corpora are available to academia; these range from small manually-created data sets of a few megabytes to many terabytes of real-world data. However, different corpora are suited to different forensic tasks. For example, real data corpora are often desirable for testing forensic tool properties such as effectiveness and efficiency, but these corpora typically lack the ground truth that is vital to performing proper evaluations. Synthetic data corpora can support tool development and testing, but only if the methodologies for generating the corpora guarantee data with realistic properties.This paper presents an overview of the available digital forensic corpora and discusses the problems that may arise when working with specific corpora. The paper also describes a framework for generating synthetic corpora for education and research when suitable real-world data is not available.
Type de document :
Communication dans un congrès
Gilbert Peterson; Sujeet Shenoi. 10th IFIP International Conference on Digital Forensics (DF), Jan 2014, Vienna, Austria. Springer, IFIP Advances in Information and Communication Technology, AICT-433, pp.309-325, 2014, Advances in Digital Forensics X. 〈10.1007/978-3-662-44952-3_21〉
Liste complète des métadonnées

Littérature citée [23 références]  Voir  Masquer  Télécharger

https://hal.inria.fr/hal-01393787
Contributeur : Hal Ifip <>
Soumis le : mardi 8 novembre 2016 - 10:52:17
Dernière modification le : vendredi 1 décembre 2017 - 01:17:01
Document(s) archivé(s) le : mardi 14 mars 2017 - 23:58:02

Fichier

978-3-662-44952-3_21_Chapter.p...
Fichiers produits par l'(les) auteur(s)

Licence


Distributed under a Creative Commons Paternité 4.0 International License

Identifiants

Citation

York Yannikos, Lukas Graner, Martin Steinebach, Christian Winter. Data Corpora for Digital Forensics Education and Research. Gilbert Peterson; Sujeet Shenoi. 10th IFIP International Conference on Digital Forensics (DF), Jan 2014, Vienna, Austria. Springer, IFIP Advances in Information and Communication Technology, AICT-433, pp.309-325, 2014, Advances in Digital Forensics X. 〈10.1007/978-3-662-44952-3_21〉. 〈hal-01393787〉

Partager

Métriques

Consultations de la notice

140

Téléchargements de fichiers

169