PIECEWISE CLASSIFICATION OF ATTACK PATTERNS FOR EFFICIENT NETWORK INTRUSION DETECTION

Abdelhalim Zaidi; Nazim Agoulmine; Tayeb Kenaza

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Paper

PIECEWISE CLASSIFICATION OF ATTACK PATTERNS FOR EFFICIENT NETWORK INTRUSION DETECTION

Topics: Intrusion Detection & Prevention; Intrusion Detection and Vulnerability Assessment

In Proceedings of the International Conference on Security and Cryptography - Volume 0ICETE, 100-104, 2010 , University of Piraeus, Greece

Authors: Abdelhalim Zaidi ¹ ; Nazim Agoulmine ¹ and Tayeb Kenaza ²

Affiliations: ¹ LRSM Group, CNRS IBISC Lab, Evry Val d’Essonne University, France ; ² CRIL, Atrois University, France

Keyword(s): Intrusion Detection, String matching, String classification, Common substrings.

Related Ontology Subjects/Areas/Topics: Information and Systems Security ; Intrusion Detection & Prevention

Abstract: This paper presents a new scheme to improve the efficiency of pattern matching algorithms. The proposed approach is based on a piecewise classification of patterns using the common substrings. The main idea is to split the whole set of patterns into small subsets in accordance to the common substrings and treat the subsets independently. To reduce the number of patterns to match, we use the common substrings as an index for the search. We show that are our algorihtm is capable to outcome in term of performance other reference algorithms, such as Aho-Corasick.

CC BY-NC-ND 4.0

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Paper citation in several formats:

Zaidi, A.; Agoulmine, N. and Kenaza, T. (2010). PIECEWISE CLASSIFICATION OF ATTACK PATTERNS FOR EFFICIENT NETWORK INTRUSION DETECTION. In Proceedings of the International Conference on Security and Cryptography (ICETE 2010) - SECRYPT; ISBN 978-989-8425-18-8; ISSN 2184-3236, SciTePress, pages 100-104. DOI: 10.5220/0003033101000104

@conference{secrypt10,
author={Abdelhalim Zaidi. and Nazim Agoulmine. and Tayeb Kenaza.},
title={PIECEWISE CLASSIFICATION OF ATTACK PATTERNS FOR EFFICIENT NETWORK INTRUSION DETECTION},
booktitle={Proceedings of the International Conference on Security and Cryptography (ICETE 2010) - SECRYPT},
year={2010},
pages={100-104},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0003033101000104},
isbn={978-989-8425-18-8},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the International Conference on Security and Cryptography (ICETE 2010) - SECRYPT
TI - PIECEWISE CLASSIFICATION OF ATTACK PATTERNS FOR EFFICIENT NETWORK INTRUSION DETECTION
SN - 978-989-8425-18-8
IS - 2184-3236
AU - Zaidi, A.
AU - Agoulmine, N.
AU - Kenaza, T.
PY - 2010
SP - 100
EP - 104
DO - 10.5220/0003033101000104
PB - SciTePress