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Application of Multicriteria Methods for Improvement of Information Security Metrics

Author

Listed:
  • Aliya Abdiraman

    (Department of Information Security, Faculty of Information Technologies, L.N. Gumilyov Eurasian National University, KZ-010008 Astana, Kazakhstan)

  • Nikolaj Goranin

    (Department of Information Systems, Faculty of Fundamental Sciences, Vilnius Gediminas Technical University, LT-08412 Vilnius, Lithuania)

  • Simas Balevicius

    (Department of Information Systems, Faculty of Fundamental Sciences, Vilnius Gediminas Technical University, LT-08412 Vilnius, Lithuania)

  • Assel Nurusheva

    (Department of Information Security, Faculty of Information Technologies, L.N. Gumilyov Eurasian National University, KZ-010008 Astana, Kazakhstan)

  • Inga Tumasonienė

    (Department of Information Technologies, Faculty of Fundamental Sciences, Vilnius Gediminas Technical University, LT-08412 Vilnius, Lithuania)

Abstract

Metrics are a set of numbers that are used to obtain information about the operation of a process or system. In our case, metrics are used to assess the level of information security of information and communication infrastructure facilities. Metrics in the field of information security are used to quantify the possibility of damage due to unauthorized hacking of an information system, which make it possible to assess the cyber sustainability of the system. The purpose of the paper is to improve information security metrics using multicriteria decision–making methods (MCDM). This is achieved by proposing aggregated information security metrics and evaluating the effectiveness of their application. Classical information security metrics consist of one size or one variable. We obtained the total value by adding at least two different metrics and evaluating the weighting factors that determine their importance. This is what we call aggregated or multicriteria metrics of information security. Consequently, MCDM methods are applied to compile aggregated metrics of information security. These are derived from expert judgement and are proposed for the three management domains of the ISO/IEC 27001 information security standard. The proposed methods for improving cyber sustainability metrics are also relevant to information security metrics. Using AHP, WASPAS and Fuzzy TOPSIS methods to solve the problem, the weights of classical metrics are calculated and three aggregated metrics are proposed. As a result, to confirm the fulfilment of the task of improving information security metrics, a verification experiment is conducted, during which aggregated and classical information security metrics are compared. The experiment shows that the use of aggregated metrics can be a more convenient and faster process and higher intelligibility is also achieved.

Suggested Citation

  • Aliya Abdiraman & Nikolaj Goranin & Simas Balevicius & Assel Nurusheva & Inga Tumasonienė, 2023. "Application of Multicriteria Methods for Improvement of Information Security Metrics," Sustainability, MDPI, vol. 15(10), pages 1-34, May.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:10:p:8114-:d:1148503
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    References listed on IDEAS

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    1. Diaz-Balteiro, L & González-Pachón, J. & Romero, C., 2017. "Measuring systems sustainability with multi-criteria methods: A critical review," European Journal of Operational Research, Elsevier, vol. 258(2), pages 607-616.
    2. Indre Siksnelyte-Butkiene & Edmundas Kazimieras Zavadskas & Dalia Streimikiene, 2020. "Multi-Criteria Decision-Making (MCDM) for the Assessment of Renewable Energy Technologies in a Household: A Review," Energies, MDPI, vol. 13(5), pages 1-22, March.
    3. Zenonas Turskis & Nikolaj Goranin & Assel Nurusheva & Seilkhan Boranbayev, 2019. "A Fuzzy WASPAS-Based Approach to Determine Critical Information Infrastructures of EU Sustainable Development," Sustainability, MDPI, vol. 11(2), pages 1-25, January.
    4. Edmundas Kazimieras Zavadskas & Abbas Mardani & Zenonas Turskis & Ahmad Jusoh & Khalil MD Nor, 2016. "Development of TOPSIS Method to Solve Complicated Decision-Making Problems — An Overview on Developments from 2000 to 2015," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 15(03), pages 645-682, May.
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