A System for Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis

• Published in: IEEE transactions on parallel and distributed systems Vol. 25; no. 2; pp. 447 - 456
• Main Authors: Zhiyuan Tan, Jamdagni, Aruna, Xiangjian He, Nanda, Priyadarsi, Ren Ping Liu
• Format: Journal Article
• Language: English
• Published: IEEE 01.02.2014
• Subjects: Computer crime; Correlation; Denial-of-service attack; Feature extraction; Labeling; multivariate correlations; network traffic characterization; Servers; Telecommunication traffic; Training; triangle area

Interconnected systems, such as Web servers, database servers, cloud computing servers and so on, are now under threads from network attackers. As one of most common and aggressive means, denial-of-service (DoS) attacks cause serious impact on these computing systems. In this paper, we present a DoS...