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Multivariate Correlation Analysis Technique Based on Euclidean Distance Map for Network Traffic Characterization (2011)
Conference Proceeding
Tan, Z., Jamdagni, A., He, X., Nanda, P., & Liu, R. P. (2011). Multivariate Correlation Analysis Technique Based on Euclidean Distance Map for Network Traffic Characterization. In S. Qing, W. Susilo, G. Wang, & D. Liu (Eds.), Information and Communications Security (388-398). https://doi.org/10.1007/978-3-642-25243-3_31

The quality of feature has significant impact on the performance of detection techniques used for Denial-of-Service (DoS) attack. The features that fail to provide accurate characterization for network traffic records make the techniques suffer from... Read More about Multivariate Correlation Analysis Technique Based on Euclidean Distance Map for Network Traffic Characterization.

Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis (2011)
Book Chapter
Tan, Z., Jamdagni, A., He, X., Nanda, P., & Liu, R. P. (2011). Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis. In Neural Information Processing; Lecture Notes in Computer Science (756-765). Springer. https://doi.org/10.1007/978-3-642-24965-5_85

The reliability and availability of network services are being threatened by the growing number of Denial-of-Service (DoS) attacks. Effective mechanisms for DoS attack detection are demanded. Therefore, we propose a multivariate correlation analysis... Read More about Denial-of-Service Attack Detection Based on Multivariate Correlation Analysis.