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Authors: Young Jun Heo 1 ; Jintae Oh 2 and Jongsoo Jang 2

Affiliations: 1 Electronics and Telecommunications Research Institutey, Korea, Republic of ; 2 Electronics and Telecommunications Research Institute, Korea, Republic of

Keyword(s): DDoS, Flash crowd, Cluster.

Abstract: We propose discrimination methods that classify cluster of traffic behaviour of flash crowds and DDoS attacks such as traffic pattern and characteristics and check cluster randomness. The behavior-based clustering consolidates packet into clusters based on similarity of observed behavior, e.g., source IPs are clustered together based on their pattern of destination port usage. The main objectives are to find way to proactively resolve problems such as DDoS attacks by detection and resolving attacks in their early development stages.

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Paper citation in several formats:
Jun Heo, Y.; Oh, J. and Jang, J. (2009). BEHAVIOR-BASED CLUSTERING FOR DISCRIMINATION BETWEEN FLASH CROWDS AND DDoS ATTACKS. In Proceedings of the International Conference on Security and Cryptography (ICETE 2009) - SECRYPT; ISBN 978-989-674-005-4; ISSN 2184-3236, SciTePress, pages 140-143. DOI: 10.5220/0002225801400143

@conference{secrypt09,
author={Young {Jun Heo}. and Jintae Oh. and Jongsoo Jang.},
title={BEHAVIOR-BASED CLUSTERING FOR DISCRIMINATION BETWEEN FLASH CROWDS AND DDoS ATTACKS},
booktitle={Proceedings of the International Conference on Security and Cryptography (ICETE 2009) - SECRYPT},
year={2009},
pages={140-143},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0002225801400143},
isbn={978-989-674-005-4},
issn={2184-3236},
}

TY - CONF

JO - Proceedings of the International Conference on Security and Cryptography (ICETE 2009) - SECRYPT
TI - BEHAVIOR-BASED CLUSTERING FOR DISCRIMINATION BETWEEN FLASH CROWDS AND DDoS ATTACKS
SN - 978-989-674-005-4
IS - 2184-3236
AU - Jun Heo, Y.
AU - Oh, J.
AU - Jang, J.
PY - 2009
SP - 140
EP - 143
DO - 10.5220/0002225801400143
PB - SciTePress