Decision analysis of statistically detecting distributed denial-of-service flooding attacks

Li, Ming, Chi, Chi-Hung, Jia, Weijia, Zhao, Wei, Zhou, Wanlei, Cao, Jiannong, Long, Dongyang and Meng, Qiang 2003, Decision analysis of statistically detecting distributed denial-of-service flooding attacks, International journal of information technology and decision making, vol. 2, no. 3, pp. 397-405.

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Title Decision analysis of statistically detecting distributed denial-of-service flooding attacks
Author(s) Li, Ming
Chi, Chi-Hung
Jia, Weijia
Zhao, Wei
Zhou, Wanlei
Cao, Jiannong
Long, Dongyang
Meng, Qiang
Journal name International journal of information technology and decision making
Volume number 2
Issue number 3
Start page 397
End page 405
Publisher World Scientific Publishing
Place of publication Singapore
Publication date 2003
ISSN 0219-6220
1793-6845
Keyword(s) statistical decision making
statistical detection
network security
distributed denial-of-service attacks
pattern matching
Summary There are two statistical decision making questions regarding statistically detecting sings of denial-of-service flooding attacks. One is how to represent the distributions of detection probability, false alarm probability and miss probability. The other is how to quantitatively express a decision region within which one may make a decision that has high detection probability, low false alarm probability and low miss probability. This paper gives the answers to the above questions. In addition, a case study is demonstrated.
Language eng
Field of Research 080699 Information Systems not elsewhere classified
Socio Economic Objective 970108 Expanding Knowledge in the Information and Computing Sciences
HERDC Research category C1 Refereed article in a scholarly journal
Persistent URL http://hdl.handle.net/10536/DRO/DU:30008633

Document type: Journal Article
Collection: School of Information Technology
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