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A Model for the Evaluation of Critical IT Systems Using Multicriteria Decision-Making with Elements for Risk Assessment

Author

Listed:
  • Davor Maček

    (Faculty of Organization and Informatics Varaždin, University of Zagreb, Pavlinska 2, 42000 Varaždin, Croatia)

  • Ivan Magdalenić

    (Faculty of Organization and Informatics Varaždin, University of Zagreb, Pavlinska 2, 42000 Varaždin, Croatia)

  • Nina Begičević Ređep

    (Faculty of Organization and Informatics Varaždin, University of Zagreb, Pavlinska 2, 42000 Varaždin, Croatia)

Abstract

One of the important objectives and concerns today is to find efficient means to manage the information security risks to which organizations are exposed. Due to a lack of necessary data and time and resource constraints, very often it is impossible to gather and process all of the required information about an IT system in order to properly assess it within an acceptable timeframe. That puts the organization into a state of increased security risk. One of the means to solve such complex problems is the use of multicriteria decision-making methods that have a strong mathematical foundation. This paper presents a hybrid multicriteria model for the evaluation of critical IT systems where the elements for risk analysis and assessment are used as evaluation criteria. The iterative steps of the design science research (DSR) methodology for development of a new multicriteria model for the objectives of evaluation, ranking, and selection of critical information systems are delineated. The main advantage of the new model is its use of generic criteria for risk assessment instead of redefining inherent criteria and calculating related weights for each individual IT system. That is why more efficient evaluation, ranking, and decision-making between several possible IT solutions can be expected. The proposed model was validated in a case study of online banking transaction systems and could be used as a generic model for the evaluation of critical IT systems.

Suggested Citation

  • Davor Maček & Ivan Magdalenić & Nina Begičević Ređep, 2021. "A Model for the Evaluation of Critical IT Systems Using Multicriteria Decision-Making with Elements for Risk Assessment," Mathematics, MDPI, vol. 9(9), pages 1-24, May.
  • Handle: RePEc:gam:jmathe:v:9:y:2021:i:9:p:1045-:d:549430
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    References listed on IDEAS

    as
    1. Nikola Kadoić & Nina Begičević Ređep & Blaženka Divjak, 2018. "A new method for strategic decision-making in higher education," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 26(3), pages 611-628, September.
    2. Antoine Bouveret, 2018. "Cyber Risk for the Financial Sector: A Framework for Quantitative Assessment," IMF Working Papers 2018/143, International Monetary Fund.
    3. Claudia Biancotti, 2017. "Cyber attacks: preliminary evidence from the Bank of Italy's business surveys," Questioni di Economia e Finanza (Occasional Papers) 373, Bank of Italy, Economic Research and International Relations Area.
    4. Nikola Kadoić & Blaženka Divjak & Nina Begičević Ređep, 2019. "Integrating the DEMATEL with the analytic network process for effective decision-making," Central European Journal of Operations Research, Springer;Slovak Society for Operations Research;Hungarian Operational Research Society;Czech Society for Operations Research;Österr. Gesellschaft für Operations Research (ÖGOR);Slovenian Society Informatika - Section for Operational Research;Croatian Operational Research Society, vol. 27(3), pages 653-678, September.
    5. Sheng-Li Si & Xiao-Yue You & Hu-Chen Liu & Ping Zhang, 2018. "DEMATEL Technique: A Systematic Review of the State-of-the-Art Literature on Methodologies and Applications," Mathematical Problems in Engineering, Hindawi, vol. 2018, pages 1-33, January.
    6. Kang Zhang & Liping Shao, 2015. "Research on the Quantitative Methods of Classified Information System Security Risk Assessment," Springer Books, in: Zhenji Zhang & Zuojun Max Shen & Juliang Zhang & Runtong Zhang (ed.), Liss 2014, edition 127, pages 571-575, Springer.
    7. Yanbing Ju & Aihua Wang & Tianhui You, 2015. "Emergency alternative evaluation and selection based on ANP, DEMATEL, and TL-TOPSIS," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 75(2), pages 347-379, February.
    8. Michnik, Jerzy, 2013. "Weighted Influence Non-linear Gauge System (WINGS) – An analysis method for the systems of interrelated components," European Journal of Operational Research, Elsevier, vol. 228(3), pages 536-544.
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