Security Analysis Based on Controlling Dependences of Network Traffic Parameters by Wavelet Transformation

Author:

Lavrova D. S.,Alekseev I. V.,Shtyrkina A. A.

Publisher

Allerton Press

Subject

Signal Processing,Control and Systems Engineering,Software

Reference12 articles.

1. Sheluhin, O.I. and Atayero, A.A., Detection of DoS and DDoS attacks in information communication networks with discrete wavelet analysis, Int. J. Comput. Sci. Inf. Secur., 2012, vol. 10, no. 1, p. 53.

2. Loskutov, A.Yu., Time series analysis. Lecture course, Physical Faculty, Moscow State University. http://chaos.phys.msu.ru/ loskutov/PDF/Lectures_time_series_analysis.pdf. Accessed May 14, 2018.

3. Kim, S.S., Reddy, A.L.N., and Vannucci, M., Detecting traffic anomalies using discrete wavelet transform, Proceedings of the International Conference on Information Networking, 2004.

4. Salagean, M. and Firoiu, I., Anomaly detection of network traffic based on Analytical Discrete Wavelet Transform, Proc. of ICC, 2010.

5. Tishina, N.A., Dvorovoi, I.G., and Solov’ev, N.A., Intrusion detection based on wavelet analysis of network traffic, Vestn. Ufim. Gos. Aviats. Tekh. Univ., 2010, vol. 14, no. 5, pp. 188–194.

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