Toward an efficient ontology-based event correlation in SIEM

Conference paper

Kenazag, T. and Aiash, M. 2016. Toward an efficient ontology-based event correlation in SIEM. 7th International Conference on Ambient Systems, Networks and Technologies (ANT2016). Madrid, Spain 23 - 26 May 2016 Elsevier. pp. 139-146 https://doi.org/10.1016/j.procs.2016.04.109
TypeConference paper
TitleToward an efficient ontology-based event correlation in SIEM
AuthorsKenazag, T. and Aiash, M.
Abstract

Cooperative intrusion detection use several intrusion detection systems (IDS) and analyzers in order to build a reliable overview of the monitored system trough a central security information and event management system (SIEM). In such environment, the definition of a shared vocabulary describing the exchanged information between tools is prominent. Since these pieces of information are structured, we propose in this paper to use an ontological representation based on Description Logics (DLs) which is a powerful tool for knowledge representation. Moreover, DLs are able to ensure a decidable reasoning. An alert correlation prototype is presented using this ontology, and an illustrative attack scenario is carried out to show the usefulness of the proposed ontology

Conference7th International Conference on Ambient Systems, Networks and Technologies (ANT2016)
Page range139-146
ISSN1877-0509
PublisherElsevier
Publication dates
Online12 May 2016
Print26 Apr 2016
Publication process dates
Deposited07 Jun 2017
Accepted21 Feb 2016
Output statusPublished
Publisher's version
License
Copyright Statement

© 2016 The Authors. Published by Elsevier B.V. This is an open access article under the CC BY-NC-ND license
(http://creativecommons.org/licenses/by-nc-nd/4.0/).
Peer-review under responsibility of the Conference Program Chairs

Digital Object Identifier (DOI)https://doi.org/10.1016/j.procs.2016.04.109
LanguageEnglish
Book titleProcedia Computer Science, Vol 83: The 7th International Conference on Ambient Systems, Networks and Technologies (ANT 2016) / The 6th International Conference on Sustainable Energy Information Technology (SEIT-2016) / Affiliated Workshops
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