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Automatic Control and Computer Sciences

Erschienen in:

01.12.2019

Prevention of DoS Attacks by Predicting the Values of Correlation Network Traffic Parameters

verfasst von: D. S. Lavrova, E. A. Popova, A. A. Shtyrkina

Erschienen in: Automatic Control and Computer Sciences | Ausgabe 8/2019

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Abstract

The authors propose an approach for the prevention of network denial of service attacks, which is based on predicting the values of the multiple correlation coefficients of the detail coefficients of the discrete wavelet transform of network traffic parameters.

Vorheriger Artikel Cloud-Based Data Architecture Security

Zegzhda, P.D., Lavrova, D.S., and Shtyrkina, A.A., Multifractal analysis of internet backbone traffic for detecting denial of service attacks, Autom. Control Comput. Sci., 2018, vol. 52, no. 8, pp. 936–944.CrossRef

Lavrova, D.S., Alekseev, I.V., and Shtyrkina, A.A., Security analysis based on controlling dependences of network traffic parameters by wavelet transformation, Autom. Control Comput. Sci., 2018, vol. 52, no. 2, pp. 931–935.CrossRef

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Harshita, H., Detection and prevention of ICMP flood DDoS attack, Int. J. New Technol. Res., 2017, vol. 3.

Yatagai, T., Isohara, T., and Sasase, I., Detection of HTTP-GET flood attack based on analysis of page access behavior, Communications, Computers and Signal Processing,2007. PacRim 2007. IEEE Pacific Rim Conference on, 2007, pp. 232–235.

DNS amplification attacks. https://meetings.ripe.net/ripe-52/presentations/ripe52-plenary-dnsamp.pdf. Accessed October 1, 2018.

Forecasting time series. http://edu.mmcs.sfedu.ru/pluginfile.php/24419/mod_resource/content/1/ 14%20%D0%9F%D1%80%D0%BE%D0%B3%D0%BD%D0%BE%D0%B7%D0%B8%D1%80%D0%BE% D0%B2%D0%B0%D0%BD%D0%B8%D0%B5%20%D0%B2%D1%80%D0%B5%D0%BC%D0%B5%D0% BD%D0%BD%D1%8B%D1%85%20%D1%80%D1%8F%D0%B4%D0%BE%D0%B2.pdf. Accessed October 1, 2018.

Aliev, T.I., Seti EVM i telekommunikatsii: Ucheb. posobie (Computer Networks and Telecommunications: Textbook), St. Petersburg: S.-Peterb. Nats. Issled. Univ. Inf. Tekhnol. Mekh. Opt., 2011.

Titel: Prevention of DoS Attacks by Predicting the Values of Correlation Network Traffic Parameters
verfasst von: D. S. Lavrova
E. A. Popova
A. A. Shtyrkina
Publikationsdatum: 01.12.2019
Verlag: Pleiades Publishing
Erschienen in: Automatic Control and Computer Sciences / Ausgabe 8/2019
Print ISSN: 0146-4116
Elektronische ISSN: 1558-108X
DOI: https://doi.org/10.3103/S0146411619080157

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