SIMULATION OF INFORMATION SECURITY RISKS OF AVAILABILITY OF PROJECT DOCUMENTS BASED ON FUZZY LOGIC
Oleksii M. Shushura
leshu@i.uaNational Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (Ukraine)
http://orcid.org/0000-0003-3200-720X
Liudmyla A. Asieieva
State University of Telecommunications (Ukraine)
http://orcid.org/0000-0001-5954-4211
Oleksiy L. Nedashkivskiy
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (Ukraine)
http://orcid.org/0000-0002-1788-4434
Yevhen V. Havrylko
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” (Ukraine)
http://orcid.org/0000-0001-9437-3964
Yevheniia O. Moroz
Taras Shevchenko National University of Kyiv (Ukraine)
http://orcid.org/0000-0002-2618-3541
Saule S. Smailova
D.Serikbayev East Kazakhstan State Technical University (Kazakhstan)
http://orcid.org/0000-0002-8411-3584
Magzhan Sarsembayev
Al-Farabi Kazakh National University (Kazakhstan)
http://orcid.org/0000-0003-2139-2456
Abstract
The widespread use of computer technology, its rapid development and use in almost all areas of human activity requires constant updating of information security issues. The activities of many enterprises in the field of IT, construction, and other areas are of a project nature and therefore further research on information security management of projects is relevant. Appearance of changes and the current state of the project results at certain points of time describe the documents that accompany it. In this paper, the information structure of the project is considered as a set of specific documents. During the life cycle of each project document, which includes the creation, transfer, preservation and transformation, there are generally threats to its confidentiality, integrity, accessibility and authenticity. This paper develops a method for assessing the risks of violation of the availability of project documents in solving information security problems. A formal description of many project documents in the form of a generalized hierarchical structure is presented, the connection of documents with the operations performed on them and information systems used during these operations is formalized. Given the incompleteness and dimension of the data, the based on fuzzy logic model was developed to assess the risk of document accessibility. Approaches to the assessment of the damage from the violation of the availability of the project document and the method of calculating the overall assessment of the risk of violation of the documents availability are proposed. The results presented in this paper can be used in decision-making processes regarding information security of projects in organizations that have project activities. The approaches proposed in this paper can serve as a basis for the creation of specialized information technologies to automate the calculation of project risk assessments.
Keywords:
information security of the project, cybersecurity risk assessment, fuzzy logic, risk of accessibility breachReferences
Abid H. et al.: Structuration Model of Construction Management Professionals, Use of Mobile Devices. Journal of Management in Engineering 37(4), 2021.
DOI: https://doi.org/10.1061/(ASCE)ME.1943-5479.0000930
Google Scholar
Al-Ali M. et al.: Improving risk assessment model of cyber security using fuzzy logic inference system. Computers & Security 74, 2018, 323–339.
DOI: https://doi.org/10.1016/j.cose.2017.09.011
Google Scholar
Al-Ali M., Al Mogren A.: Fuzzy logic methodology for cyber security risk mitigation approach. Journal of Networking Technology 8(3), 2017.
Google Scholar
Alam J. et al.: Advance Cyber Security System using fuzzy logic. Journal of Management & IT ACME 10, 2014, 17–29.
Google Scholar
Azarova A.: Information Technologies and Neural Network Means for Building the Complex Goal Program Improving the Management of Intellectual Capital. Lecture Notes on Data Engineering and Communications Technologies 77, 2022, 534–547.
DOI: https://doi.org/10.1007/978-3-030-82014-5_36
Google Scholar
Barabash O. et al.: Application of Petri Networks for Support of Functional Stability of Information Systems. IEEE First International Conference on System Analysis & Intelligent Computing (SAIC), Kyiv 2018, 36–39.
DOI: https://doi.org/10.1109/SAIC.2018.8516747
Google Scholar
Bharadwaj R. K., de Sotob B. G.: Cyber security challenges and vulnerability assessment in the construction industry. Conference Creative Construction, Budapest 2019, 30–37.
Google Scholar
Gavrylenko S. et al.: Development of a method for identifying the state of a computer system using fuzzy cluster analysis. Advanced Information Systems 4(2), 2020, 8–11.
DOI: https://doi.org/10.20998/2522-9052.2020.2.02
Google Scholar
https://www.construction-institute.org/events/education/free-webinar-cybersecurity-for-construction (available 09.02.2022).
Google Scholar
https://www.first.org/cvss/v3.1/user-guide (available 16.02.2022).
Google Scholar
https://www.nist.gov/cybersecurity/measurements-information-security (available 09.02.2022).
Google Scholar
Kvyetnyy R. et al.: Blur recognition using second fundamental form of image surface. Proc. SPIE 9816, 2015, 98161A.
DOI: https://doi.org/10.1117/12.2229103
Google Scholar
Kvyetnyy R. et al.: Method of image texture segmentation using Laws' energy measures. Proc. SPIE 10445, 2017, 1044561.
DOI: https://doi.org/10.1117/12.2280891
Google Scholar
Kvyetnyy R. et al.: Modification of fractal coding algorithm by a combination of modern technologies and parallel computations. Proc. SPIE 9816, 2015, 98161R.
DOI: https://doi.org/10.1117/12.2229009
Google Scholar
Mishchenko A. V. et al.: A vague model for assessing the security of information security and the level of security of ERP systems. Telecommunications and Information Technologies 66, 2020, 142–151.
DOI: https://doi.org/10.31673/2412-4338.2020.011451
Google Scholar
Nedashkivskiy O. et al.: Mathematical support for automated design systems for passive optical networks based on the β-parametric approximation formula. International Journal of Advanced Trends in Computer Science and Engineering 9(5), 2020, 8207–8212.
DOI: https://doi.org/10.30534/ijatcse/2020/186952020
Google Scholar
Nedashkivskiy O.: Precise method of balancing passive optical networks with irregular splitter with two or more outputs. 2nd International Conference on Advanced Information and Communication Technologies (AICT), 2017, 228–231.
DOI: https://doi.org/10.1109/AIACT.2017.8020107
Google Scholar
Nedashkivskyy O. L. et al.: Methods of creating passive optical networks with the distributing bus topology. Control, Navigation and Communication Systems 2(42), 2017, 206–217.
Google Scholar
Shushura O. M.: Infological modeling of information systems subject industries in solving of fuzzy control tasks. Link 2, 2018, 53–56.
Google Scholar
Shyian A. A. et al.: Modeling communication between the public and the authorities while implementing innovative projects in the context of e-democracy and public administration. Science and Innovation 16(6), 2021, 18–27.
DOI: https://doi.org/10.15407/scine16.06.018
Google Scholar
Sonkor M., de Sotob B. G.: Operational Technology on Construction Sites: A Review from the Cybersecurity Perspective. Journal of Construction Engineering and Management 147(12), 2021.
DOI: https://doi.org/10.1061/(ASCE)CO.1943-7862.0002193
Google Scholar
Trishch R. et al.: Methodology for multi-criteria assessment of working conditions as an object of qualimetry. Engineering Management in Production and Services 13(2), 2021, 107–1141.
DOI: https://doi.org/10.2478/emj-2021-0016
Google Scholar
Trishch R. et al.: Qualimetric method of assessing risks of low quality products. MM Science Journal 2021, 4769–4774.
DOI: https://doi.org/10.17973/MMSJ.2021_10_2021030
Google Scholar
Zadeh L.A.: Fuzzy sets. Information and Control 8, 1965, 338–353.
DOI: https://doi.org/10.1016/S0019-9958(65)90241-X
Google Scholar
Authors
Oleksii M. Shushuraleshu@i.ua
National Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine
http://orcid.org/0000-0003-3200-720X
Authors
Liudmyla A. AsieievaState University of Telecommunications Ukraine
http://orcid.org/0000-0001-5954-4211
Authors
Oleksiy L. NedashkivskiyNational Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine
http://orcid.org/0000-0002-1788-4434
Authors
Yevhen V. HavrylkoNational Technical University of Ukraine “Igor Sikorsky Kyiv Polytechnic Institute” Ukraine
http://orcid.org/0000-0001-9437-3964
Authors
Yevheniia O. MorozTaras Shevchenko National University of Kyiv Ukraine
http://orcid.org/0000-0002-2618-3541
Authors
Saule S. SmailovaD.Serikbayev East Kazakhstan State Technical University Kazakhstan
http://orcid.org/0000-0002-8411-3584
Authors
Magzhan SarsembayevAl-Farabi Kazakh National University Kazakhstan
http://orcid.org/0000-0003-2139-2456
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