The method of transforming intervals into triangular fuzzy numbers for systems for assessing information security risks

Authors

  • Берик Бахытжанович Ахметов Caspian State University of Technologies and Engineering named after Sh. Yessenov
  • Александр Григорьевич Корченко National Aviation University
  • Светлана Владимировна Казмирчук National Aviation University
  • Марина Вячеславовна Коломиец National Aviation University

DOI:

https://doi.org/10.18372/2410-7840.20.12455

Keywords:

risk analysis, risk assessment, information security risks, information security, fuzzy variable, converting intervals into fuzzy numbers

Abstract

In the performance of an information security risks analy-sis and assessment task in weakly formalized environment mostly necessary to perform data processing in fuzzy conditions. For this process realization are used systems, in which the evaluation is based on the linguistic variables, which are based on parametric triangular fuzzy numbers etalons with a given number of terms. Etalons are deter-mined by expert’s at basic unit’s initialization stage during configuration of such systems. As a basis the expert takes ranges of values, that based on his conclusions, converts into fuzzy numbers. Efficiency of those evaluation systems will increase, if will be stipulated the opportunity of auto-matic intervals transformation without the involvement of appropriate expert’s. In this study proposed appropriate conversion method to solve such problem. It will simplify the etalons formation procedure, by implementing process of intervals transformation in triangular fuzzy numbers and minimizes impact of human factor.

Author Biographies

Берик Бахытжанович Ахметов, Caspian State University of Technologies and Engineering named after Sh. Yessenov

PhD, Assistant professor, Rector of the Caspian State University of Technologies and Engineering named after Sh. Yessenov

Александр Григорьевич Корченко, National Aviation University

Dr Eng (Information security), professor, laureate of the State Prize of Ukraine in Science and Technology, Head of IT-Security Academic Department, National Aviation University, Visit-Professor at The University of Bielsko-Biala (Akademia Techniczno-Humanistyczna, Bielsko-Biała, Poland), Leading Researcher of the National Academy of SS of Ukraine

Светлана Владимировна Казмирчук, National Aviation University

PhD in Eng., Associate Professor of IT-Security Academic Department, National Aviation University

Марина Вячеславовна Коломиец, National Aviation University

fourth-year student (specialty - Information security management), a technician of IT-Security Academic Department of the National Aviation University

References

О. Корченко, С. Казмірчук, Б. Ахметов, Прикладні системи оцінювання ризиків інформаційної безпеки. Моно-графія, Київ, ЦП «Компринт», 2017, 435 с.

Common Vulnerability Scoring System v3.0. [Електронный ресурс]. Режим доступа: https://www.first. org/cvss/specification-document.

С. Казмирчук, "Анализ и оценивания рисков ин-формационных ресурсов в нечетких условиях", Защита информации, Том 15, №2 (59), С. 133-140, 2013.

С. Казмирчук, А. Гололобов, "Интегрированный метод анализа и оценивания рисков информа-ционной безопасности", Защита информации, №3, С. 252-261, 2014.

А. Корченко, С. Казмирчук, Ф. Приставка, Б. Ах-метов, "Аналитические выражения верификации лингвистических переменных для систем оцени-вания рисков информационной безопасности", Защита информации, Том 23, №1, С. 50-55, 2017.

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Published

2018-03-27

How to Cite

Ахметов, Б. Б., Корченко, А. Г., Казмирчук, С. В., & Коломиец, М. В. (2018). The method of transforming intervals into triangular fuzzy numbers for systems for assessing information security risks. Ukrainian Information Security Research Journal, 20(1), 55–60. https://doi.org/10.18372/2410-7840.20.12455

Issue

Vol. 20 No. 1 (2018)

Section

Articles

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