Paulo Pinto, Luis Pinto, "The Use of Parametric Statistical Tests to Detect Network Traffic Anomalies on SDN Architectures," WSEAS Transactions on Communications, vol. 13, pp. 659-664, 2014, DOI:
Paulo Pinto, Luis Pinto. The Use of Parametric Statistical Tests to Detect Network Traffic Anomalies on SDN Architectures.
WSEAS Transactions on Communications. 2014;13:659-664.
WSEAS Transactions on Communications
Print ISSN: 1109-2742, E-ISSN: 2224-2864
Volume 13, 2014
The Use of Parametric Statistical Tests to Detect Network Traffic Anomalies on SDN Architectures
Authors: ,
Abstract: The workrealized in this paper as a twofold approach: by one side to present a proof-of-concept that illustrate the flexibility and ease of anomaly detection algorithm implementation on a SDN architecture accessing to the information (counters) existing on the controller; by other side to show the applicability of nonparametric statistics, Kendall’s W statistic, to detect network changes on SDN corresponding to possible DoS attacks.
Keywords:
Architecture, Software Defined Networks, Denial of Service, Kendall, Parametric Statistics
Pages: 659-664 WSEAS Transactions on Communications, ISSN / E-ISSN: 1109-2742 / 2224-2864, Volume 13, 2014, Art. #72 DOI: *As the DOI is a unique identifier, it is already available in the pdf version.
**The DOI link will be activated in the first midst of January 2026.
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