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A Fuzzy AHP Approach for Security Risk Assessment in SCADA NetworksMARKOVIC-PETROVIC, J. D.   , STOJANOVIC, M. D. , BOSTJANCIC RAKAS, S. V. |
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Author keywords
decision making, fuzzy logic, information security, risk analysis, SCADA systems
References keywords
security(15), systems(9), scada(9), risk(8), cyber(8), assessment(7), control(5), industrial(4), fuzzy(4)
Blue keywords are present in both the references section and the paper title.
About this article
Date of Publication: 2019-08-31
Volume 19, Issue 3, Year 2019, On page(s): 69 - 74
ISSN: 1582-7445, e-ISSN: 1844-7600
Digital Object Identifier: 10.4316/AECE.2019.03008
Web of Science Accession Number: 000486574100008
SCOPUS ID: 85072203058
Abstract
In this paper we propose a new method for security risk assessment in Supervisory Control and Data Acquisition (SCADA) networks. The method consists of the three phases, namely the objective phase, the subjective phase and the final assessment phase. The objective phase deals with the analysis of SCADA historical data. The subjective phase takes into account the experience of relevant experts. The final assessment phase takes into account outputs from both the objective and subjective phases. Fuzzy logic has been applied in all three phases, while analytic hierarchy process (AHP) has been used in subjective phase, due to its suitability to evaluate the experts' competency. The method is evaluated on a case study regarding the real run-off-river hydropower plant. Evaluation results have clearly indicated benefits of the proposed method in comparison with the purely objective approach, in terms of more precise risk assessment and higher return on security investment. |
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[1] Cloud Model for Security State Recognition Based on Factor Space, Yang, Li, Qin, Hongmei, Zhang, Jian, Su, Huawen, Li, Guoshu, Bai, Sichang, IEEE Sensors Journal, ISSN 1530-437X, Issue 22, Volume 21, 2021.
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[2] Farmers’ response to maize production risks in Cameroon: An application of the criticality risk matrix model, Mbah, Leslie T., Molua, Ernest L., Bomdzele, Eric, Egwu, Bime M.J., Heliyon, ISSN 2405-8440, Issue 4, Volume 9, 2023.
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[3] Fuzzy Expert System of Information Security Risk Assessment on the Example of Analysis Learning Management Systems, Abdymanapov, S. A., Muratbekov, M., Altynbek, S., Barlybayev, A., IEEE Access, ISSN 2169-3536, Issue , 2021.
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[4] Analysis of Comprehensive Loss Model of Dry-type Transformer Based on Combined Objective Weighting Method, SHAO, L., WANG, S., LIU, H., LI, J., LI, C., Advances in Electrical and Computer Engineering, ISSN 1582-7445, Issue 3, Volume 24, 2024.
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[5] A Review of Research Work on Network-Based SCADA Intrusion Detection Systems, Rakas, Slavica V. Bostjancic, Stojanovic, Mirjana D., Markovic-Petrovic, Jasna D., IEEE Access, ISSN 2169-3536, Issue , 2020.
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[6] Solution for Power Quality and Energy Consumption Monitoring, Rata, Mihai, Fechet, Radu, Rata, Gabriela, Graur, Adrian, 2024 International Conference on Development and Application Systems (DAS), ISBN 979-8-3503-4929-0, 2024.
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Stefan cel Mare University of Suceava, Romania
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Faculty of Electrical Engineering and Computer Science
Stefan cel Mare University of Suceava, Romania
All rights reserved: Advances in Electrical and Computer Engineering is a registered trademark of the Stefan cel Mare University of Suceava. No part of this publication may be reproduced, stored in a retrieval system, photocopied, recorded or archived, without the written permission from the Editor. When authors submit their papers for publication, they agree that the copyright for their article be transferred to the Faculty of Electrical Engineering and Computer Science, Stefan cel Mare University of Suceava, Romania, if and only if the articles are accepted for publication. The copyright covers the exclusive rights to reproduce and distribute the article, including reprints and translations.
Permission for other use: The copyright owner's consent does not extend to copying for general distribution, for promotion, for creating new works, or for resale. Specific written permission must be obtained from the Editor for such copying. Direct linking to files hosted on this website is strictly prohibited.
Disclaimer: Whilst every effort is made by the publishers and editorial board to see that no inaccurate or misleading data, opinions or statements appear in this journal, they wish to make it clear that all information and opinions formulated in the articles, as well as linguistic accuracy, are the sole responsibility of the author.
