A Real-time Detection Method of LDoS Based on Shewhart Control Chart Detection Theory

DOI

10.2991/iccasm.2012.259How to use a DOI?

Keywords

Low-rate denial of service, Shewhart Control Chart, detection criterions

Abstract

The low-rate denial of service (LDoS) attack is a new threat to Internet security. Due to its low rate and high concealment characteristics, LDoS attack is difficult to be detected through the analysis of attack flow directly. Most present methods primarily analysis network traffic or feature of LDoS flows to determine LDoS, but they cannot get the satisfactory outcome. From the phenomenon that TCP flow exhibits special different characteristics under LDoS attack and with the superiority of Shewhart Control Chart in outlier detection, this paper proposes a real-time LDoS attack detection method based on Shewhart Control Chart theory, and devises detection criterions based on abundant experiments. This detection method can detect LDoS attack accurately and effectively.

Copyright

© 2012, the Authors. Published by Atlantis Press.

Open Access

This is an open access article distributed under the CC BY-NC license (http://creativecommons.org/licenses/by-nc/4.0/).

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TY  - CONF
AU  - Kai Chen
AU  - Huiyu Liu
AU  - Xiaosu Chen
PY  - 2012/08
DA  - 2012/08
TI  - A Real-time Detection Method of LDoS Based on Shewhart Control Chart Detection Theory
BT  - Proceedings of the 2012 International Conference on Computer Application and System Modeling (ICCASM 2012)
PB  - Atlantis Press
SP  - 1019
EP  - 1025
SN  - 1951-6851
UR  - https://doi.org/10.2991/iccasm.2012.259
DO  - 10.2991/iccasm.2012.259
ID  - Chen2012/08
ER  -