Cited by 43Risk and Safety AnalysisSystems Engineering Methodologies and ApplicationsInformation and Cyber Security

A Zero Trust Hybrid Security and Safety Risk Analysis Method

Papakonstantinou, Nikolaos, Van Bossuyt, Douglas L., Linnosmaa, Joonas, Hale, Britta, O’Halloran, Bryan·2021·Journal of Computing and Information Science in Engineering

Abstract

Designing complex, socio-technical, cyber-physical systems has become increasingly challenging in recent years. Interdependencies between engineering domains can lead to emergent behavior that is difficult to predict and manage. The recent shift toward model-based design has demonstrated significant advantages for minimizing these challenges (McDermott et al. 2020. Benchmarking the benefits and current maturity of model-based systems engineering across the enterprise. results of the model-based systems engineering (MBSE) maturity survey, part 1: Executive summary. Technical Report SERC-2020-SR-001, Systems Engineering Research Center.). Further, the early identification of safety and security design weaknesses in safety-critical systems leads to reduced redesign costs in later design phases (Yang and EI-Haik, 2003. Design for Six Sigma. McGraw-Hill, New York City; Clausing and Frey, 2005. Improving system reliability by failure-mode avoidance including four concept design strategies. Systems Engineering, 8(3), pp. 245–261.). As a result, this article contributes the Multidisciplinary Early Design Risk Assessment Framework (MEDRAF) methodology for early combined safety and security assessment based on interdisciplinary dependency models of a system. The focus is on factors contributing to the estimation of the probabilities of successful attacks on system components. The Zero Trust paradigm is applied in which all humans, hardware, and processes interacting with the system are considered to pose a security risk. A calculation of security-related probability estimates is presented which is dependent on the current global security environment. Subsequently, security and safety probability estimates are combined to present an overall safety-security risk calculation using hybrid safety-security trees. The risk values help designers assess the loss of specific key components and safety functions. The methodology is demonstrated with a case study of a spent fuel pool cooling system in a nuclear reactor. The results of the case study show that the risk of losing one key system component doubles when combining security and safety compared to only assessing safety events. This paper is based on a paper presented at the CIE 2020 conference (Papakonstantinou et al., 2020. Towards a zero trust hybrid security and safety risk analysis method. In International Design Engineering Technical Conferences and Computers and Information in Engineering Conference, American Society of Mechanical Engineers.).

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Crossref · 10.1115/1.4050685

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  • In [19], the authors investigate multidisciplinary early design risk assessment, considering joint safety and security based on a common model, which supports accurate estimation of the probability of successful attacks on system components.

    “In [19], the authors investigate the field of multidisciplinary early design risk assessment, considering joint safety and security considerations based on a common model, which supports the accurate estimation of the probability of successful attacks on system components.”

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Authors
Papakonstantinou, N., Van Bossuyt, D. L., Linnosmaa, J., Hale, B., & O’Halloran, B.
Affiliations
  • VTT Technical Research Centre of Finland (FI)
  • Department of Systems Engineering, Naval Postgraduate School, Monterey, CA 93943
  • Naval Postgraduate School (US)
Venue
Journal of Computing and Information Science in Engineering
Published
2021-05-13
Volume
21
Issue
5
ISSN
  • 1530-9827 (ISSN-L)
  • 1944-7078
OpenAlex
W3143116640
Cited by
43
References
1
Citations by year
2026: 6 · 2025: 8 · 2024: 13 · 2023: 10 · 2022: 5 · 2021: 1
FWCI
4.22
Type
journal article
Language
en
Open access
closed
Locations
  • Journal of Computing and Information Science in Engineering (publishedVersion)
  • Calhoun: The Naval Postgraduate School Institutional Archive (Naval Postgraduate School) (submittedVersion)
Funders
Naval Postgraduate School
Topics
  • Social Sciences › Decision Sciences › Statistics, Probability and Uncertainty › Risk and Safety Analysis
  • Physical Sciences › Engineering › Control and Systems Engineering › Systems Engineering Methodologies and Applications
  • Physical Sciences › Computer Science › Information Systems › Information and Cyber Security
Keywords
zero-trust architecture, safety-critical systems, cyber-physical systems, model-based systems engineering, attack probability estimation, nuclear reactor safety

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