DATA MINING TECHNIQUES FOR SECURITY OF WEB SERVICES

Manu Malek; Fotios Harmantzis

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Paper

DATA MINING TECHNIQUES FOR SECURITY OF WEB SERVICES

Topics: e-Commerce Security and Reliability Issues; Intrusion Detection and Vulnerability Assessment

In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE, 61-67, 2004 , Setúbal, Portugal

Authors: Manu Malek and Fotios Harmantzis

Affiliation: Steven Institute of Technology, United States

Keyword(s): Security services, Security attack, Denial of service, Intrusion detection, Security safeguards.

Related Ontology Subjects/Areas/Topics: e-Commerce Security and Reliability Issues ; Information and Systems Security ; Intrusion Detection & Prevention

Abstract: The Internet, while being increasingly used to provide services efficiently, poses a unique set of security issues due to its openness and ubiquity. We highlight the importance of security in web services and describe how data mining techniques can offer help. The anatomy of a specific security attack is described. We then survey some security intrusions detection techniques based on data mining and point out their shortcomings. Then we provide some novel data mining techniques to detect such attacks, and describe some safeguard against these attacks.

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Paper citation in several formats:

Malek, M. and Harmantzis, F. (2004). DATA MINING TECHNIQUES FOR SECURITY OF WEB SERVICES. In Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE; ISBN 972-8865-15-5; ISSN 2184-3236, SciTePress, pages 61-67. DOI: 10.5220/0001382300610067

@conference{icete04,
author={Manu Malek. and Fotios Harmantzis.},
title={DATA MINING TECHNIQUES FOR SECURITY OF WEB SERVICES},
booktitle={Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE},
year={2004},
pages={61-67},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0001382300610067},
isbn={972-8865-15-5},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the First International Conference on E-Business and Telecommunication Networks - Volume 2: ICETE
TI - DATA MINING TECHNIQUES FOR SECURITY OF WEB SERVICES
SN - 972-8865-15-5
IS - 2184-3236
AU - Malek, M.
AU - Harmantzis, F.
PY - 2004
SP - 61
EP - 67
DO - 10.5220/0001382300610067
PB - SciTePress