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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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decision making, fuzzy logic, information security, risk analysis, SCADA systems
security(15), systems(9), scada(9), risk(8), cyber(8), assessment(7), control(5), industrial(4), fuzzy(4)
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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
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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| M. Stojanovic, S. Bostjancic Rakas, J. Markovic-Petrovic, "Cloud-based SCADA systems: Cyber security considerations and future challenges," invited paper, in Proc. 4th Virtual Int. Conf. Science, Technology and Management in Energy, pp. 253-260, October 2018. [Online] Available: Temporary on-line reference link removed - see the PDF document
 B. Zhu, A. Joseph, S. Sastry, "A taxonomy of cyber attacks on SCADA systems," in Proc. 2011 International Conference on the Internet of Things and the 4th International Conference on Cyber, Physical and Social Computing, 2011, pp. 380-388.
[CrossRef] [SCOPUS Times Cited 285]
 A. Nicholson, S. Webber, S. Dyer, T. Patel, H. Janicke, "SCADA security in the light of cyber-warfare," Computers & Security, vol. 31, no. 4, pp. 418-436, Jun. 2012.
[CrossRef] [Web of Science Times Cited 151] [SCOPUS Times Cited 215]
 D. Ding, Q.-L. Han, Y. Xiang, X. Ge, X.-M. Zhang, "A survey on security control and attack detection for industrial cyber-physical systems," Neurocomputing, vol. 275, pp. 1674-1683, Jan. 2018.
[CrossRef] [Web of Science Times Cited 313] [SCOPUS Times Cited 364]
 C. Queiroz, A. Mahmood, J. Hu, Z. Tari, X. Yu, "Building a SCADA security testbed," in Proc. 2009 Third International Conference on Network and System Security, IEEE, 2009, pp. 357-364.
[CrossRef] [SCOPUS Times Cited 69]
 J. Markovic-Petrovic, M. Stojanovic, "Analysis of SCADA system vulnerabilities to DDoS attacks," in Proc. 2013 11th International Conference on Telecommunications in Modern Satellite, Cable and Broadcasting Services (TELSIKS), 2013, vol. 02, pp. 591-594.
[CrossRef] [SCOPUS Times Cited 18]
 S. Asri, B. Pranggono, "Impact of distributed denial-of-service attack on advanced metering infrastructure," Wireless Personal Communications, vol. 83, no. 3, pp. 2211-2223, Aug. 2015.
[CrossRef] [Web of Science Times Cited 23] [SCOPUS Times Cited 33]
 J. Gao et al., "SCADA communication and security issues," Security and Communication Networks, vol. 7, no. 1, pp. 175-194, Jan. 2014.
[CrossRef] [Web of Science Times Cited 41] [SCOPUS Times Cited 56]
 R. S. Ross, "Guide for conducting risk assessments," National Institute of Standards and Technology, NIST Special Publication (SP) 800-30 Rev. 1, Sep. 2012.
 J. D. Markovic-Petrovic, M. D. Stojanovic, "An improved risk assessment method for SCADA information security," Elektronika ir Elektrotechnika, vol. 20, no. 7, pp. 69-72, Sep. 2014.
[CrossRef] [Web of Science Times Cited 8] [SCOPUS Times Cited 9]
 Y. Cherdantseva et al., "A review of cyber security risk assessment methods for SCADA systems," Computers & Security, vol. 56, pp.1-27, Feb. 2016.
[CrossRef] [Web of Science Times Cited 194] [SCOPUS Times Cited 285]
 P. A. S. Ralston, J. H. Graham, J. L. Hieb, "Cyber security risk assessment for SCADA and DCS networks," ISA Transactions, vol. 46, no. 4, pp. 583-594, Oct. 2007.
[CrossRef] [Web of Science Times Cited 129] [SCOPUS Times Cited 179]
 J. Yan, M. Govindarasu, C. Liu, U. Vaidya, "A PMU-based risk assessment framework for power control systems," in Proc. 2013 IEEE Power Energy Society General Meeting, 2013, pp. 1-5.
[CrossRef] [SCOPUS Times Cited 11]
 M. Gul, A. F. Guneri, "A fuzzy multi criteria risk assessment based on decision matrix technique: A case study for aluminum industry," Journal of Loss Prevention in the Process Industries, vol. 40, pp. 89-100, Mar. 2016.
[CrossRef] [Web of Science Times Cited 89] [SCOPUS Times Cited 99]
 Q. Zhang, C. Zhou, Y. Tian, N. Xiong, Y. Qin, B. Hu, "A fuzzy probability Bayesian network approach for dynamic cybersecurity risk assessment in industrial control systems," IEEE Transactions on Industrial Informatics, vol. 14, no. 6, pp. 2497-2506, Jun. 2018.
[CrossRef] [Web of Science Times Cited 32] [SCOPUS Times Cited 39]
 Y. Duan, Y. Cai, Z. Wang, X. Deng, "A novel network security risk assessment approach by combining subjective and objective weights under uncertainty," Applied Sciences, vol. 8, no. 3, p. 428, Mar. 2018.
[CrossRef] [Web of Science Times Cited 13] [SCOPUS Times Cited 14]
 T. L. Saaty, "Decision making with the analytic hierarchy process," International Journal of Services Sciences, vol. 1, no. 1, pp. 83-98, Jan. 2008.
 W. Sonnenreich, J. Albanese, B. Stout, "Return on security investment (ROSI) a practical quantitative model," in Proc. 3rd International Workshop on Security in Information Systems - Volume 1, WOSIS, 2005, pp. 239-252.
 K. Scarfone, P. Mell, "Guide to Intrusion Detection and Prevention Systems (IDPS) | NIST," Special Publication (NIST SP) - 800-94, Feb. 2007.
 H. Zhang, D. Liu, Fuzzy Modeling and Fuzzy Control, BirkhÃ¤user Basel, pp. 139-145, 2006.
 B. Galloway, G. Hancke, "Introduction to industrial control networks," IEEE Communications Surveys and Tutorials, vol. 15, no. 2, pp. 860-880, 2013.
[CrossRef] [Web of Science Times Cited 219] [SCOPUS Times Cited 267]
 R. Mitchell, I.-R. Chen, "A survey of intrusion detection techniques for cyber physical systems," ACM Computing Surveys, vol. 46, no. 4, pp. 55:1-55:29, Mar. 2014.
[CrossRef] [Web of Science Times Cited 290] [SCOPUS Times Cited 357]
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