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Development of Methodology for Counteraction to Cyber-Attacks in Wireless Sensor Networks

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Theory and Applications of Dependable Computer Systems (DepCoS-RELCOMEX 2020)

Part of the book series: Advances in Intelligent Systems and Computing ((AISC,volume 1173))

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Abstract

The study analyzes the physical characteristics of devices that can be targeted. A method of detecting a malicious device with a violation of the physical characteristics of the network node is developed. The proposed method is based on the use of probabilistic functions, the calculation of the confidence interval and the probability of deviation of the current indicators from the confidence interval. Approaches to the control of the output sequences of the encryption algorithm using dynamic chaos and the method of singular spectral analysis are considered. A comparative analysis of the parameters of the input and output sequences of the developed algorithm of encryption based on dynamic chaos and standard algorithms of data encryption is carried out. It is found that the parameters of the output sequences of the encryption algorithm using dynamic chaos and standard encryption algorithms are almost identical. As a result of the study, a method for estimating node load indicators was developed. Evaluation of these indicators using threshold analysis, when the current values of the node fall within the confidence interval, is used to detect deviations in the behavior of the node during a cyber-attack.

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Acknowledgment

This paper has been written as a result of the realization of the “International Academic Partnerships Program”. The project is funded by The Polish National Agency for Academic Exchange (NAWA), the contract for refinancing no. PPI/APM/2018/1/00031/U/001.

Author information

Authors and Affiliations

  1. Lviv Polytechnic National University, 5 Mytropolyt Andrei Street, Building 4, Room 324, Lviv, 79015, Ukraine

    Olexander Belej, Mykhaylo Lobur, Oleh Matviykiv & Serhiy Shcherbovskykh

  2. Wroclaw University of Science and Technology, 7/9 Janiszewski Street, 50-372, Wroclaw, Poland

    Kamil Staniec & Tadeusz Więckowski

Authors
  1. Olexander Belej
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  2. Kamil Staniec
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  3. Tadeusz Więckowski
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  4. Mykhaylo Lobur
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  5. Oleh Matviykiv
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  6. Serhiy Shcherbovskykh
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Corresponding author

Correspondence to Olexander Belej .

Editor information

Editors and Affiliations

  1. Wrocław University of Science and Technology, Wrocław, Poland

    Wojciech Zamojski

  2. Wrocław University of Science and Technology, Wrocław, Poland

    Jacek Mazurkiewicz

  3. Wrocław University of Science and Technology, Wrocław, Poland

    Jarosław Sugier

  4. Wrocław University of Science and Technology, Wrocław, Poland

    Tomasz Walkowiak

  5. Systems Research Institute, Polish Academy of Sciences, Warsaw, Poland

    Janusz Kacprzyk

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© 2020 The Editor(s) (if applicable) and The Author(s), under exclusive license to Springer Nature Switzerland AG

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Belej, O., Staniec, K., Więckowski, T., Lobur, M., Matviykiv, O., Shcherbovskykh, S. (2020). Development of Methodology for Counteraction to Cyber-Attacks in Wireless Sensor Networks. In: Zamojski, W., Mazurkiewicz, J., Sugier, J., Walkowiak, T., Kacprzyk, J. (eds) Theory and Applications of Dependable Computer Systems. DepCoS-RELCOMEX 2020. Advances in Intelligent Systems and Computing, vol 1173. Springer, Cham. https://doi.org/10.1007/978-3-030-48256-5_5

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