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Developments and research directions in maritime cybersecurity: A systematic literature review and bibliometric analysis

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  • Bolbot, Victor
  • Kulkarni, Ketki
  • Brunou, Päivi
  • Banda, Osiris Valdez
  • Musharraf, Mashrura

Abstract

Ships and maritime infrastructure are becoming increasingly interconnected as the maritime industry is undergoing the industry 4.0 revolution. This development is associated with novel risk types such as the increased potential for successful cyberattacks. Several review studies have investigated the regulatory framework in connection to maritime cybersecurity, the vulnerabilities in maritime systems, potential cyberattack scenarios, and risk assessment techniques. None of them though, has implemented a systematic literature review and bibliometric analysis of the available academic research studies in the discipline of maritime cybersecurity. The aim of this review, therefore, is to offer a succinct description of the progress in academic research on the arising topic of maritime cybersecurity. To that end, we conducted a bibliometric analysis of maritime cybersecurity-related studies based on several metrics and analysis tools, identified the topics of academic research in this field, the employed methodologies and identified the main research challenges and directions in connection to maritime cybersecurity. To achieve the objectives, we employed principles from Preferred Reporting Items for Systematic reviews and Metanalysis (PRISMA) for systematic literature review and tailored keywords during a search in Scopus. The results demonstrated that Norway, the United Kingdom, France and the USA are the leading countries in maritime cybersecurity based on the weighted number of authors. The results also demonstrated that the main research focus in the area was on the development or application of cybersecurity risk assessment techniques and the design of monitoring and intrusion detection tools for cyberattacks in maritime systems. Based on the analysed literature, 53 challenges in various studies were identified and 73 topics for future research were suggested.

Suggested Citation

  • Bolbot, Victor & Kulkarni, Ketki & Brunou, Päivi & Banda, Osiris Valdez & Musharraf, Mashrura, 2022. "Developments and research directions in maritime cybersecurity: A systematic literature review and bibliometric analysis," International Journal of Critical Infrastructure Protection, Elsevier, vol. 39(C).
    • Handle: RePEc:eee:ijocip:v:39:y:2022:i:c:s1874548222000555
    DOI: 10.1016/j.ijcip.2022.100571
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    References listed on IDEAS

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    1. Bolbot, Victor & Theotokatos, Gerasimos & Bujorianu, Luminita Manuela & Boulougouris, Evangelos & Vassalos, Dracos, 2019. "Vulnerabilities and safety assurance methods in Cyber-Physical Systems: A comprehensive review," Reliability Engineering and System Safety, Elsevier, vol. 182(C), pages 179-193.
    2. Dong-Chul Lee & Kyung-Min Seo & Hee-Mun Park & Byeong Soo Kim & Bo Xiao, 2022. "Simulation Testing of Maritime Cyber-Physical Systems: Application of Model-View-ViewModel," Complexity, Hindawi, vol. 2022, pages 1-14, January.
    3. de la Peña Zarzuelo, Ignacio, 2021. "Cybersecurity in ports and maritime industry: Reasons for raising awareness on this issue," Transport Policy, Elsevier, vol. 100(C), pages 1-4.
    4. Neil Adams & Richard Chisnall & Christopher Pickering & Stefan Schauer & Rafael Company Peris & Ioannis Papagiannopoulos, 2021. "Guidance for ports: security and safety against physical, cyber and hybrid threats," Journal of Transportation Security, Springer, vol. 14(3), pages 197-225, December.
    5. Perianes-Rodriguez, Antonio & Waltman, Ludo & van Eck, Nees Jan, 2016. "Constructing bibliometric networks: A comparison between full and fractional counting," Journal of Informetrics, Elsevier, vol. 10(4), pages 1178-1195.
    6. Hasan Mahbub Tusher & Ziaul Haque Munim & Theo E. Notteboom & Tae-Eun Kim & Salman Nazir, 2022. "Cyber security risk assessment in autonomous shipping," Maritime Economics & Logistics, Palgrave Macmillan;International Association of Maritime Economists (IAME), vol. 24(2), pages 208-227, June.
    7. Stefan Schauer & Nineta Polemi & Haralambos Mouratidis, 2019. "Correction to: MITIGATE: a dynamic supply chain cyber risk assessment methodology," Journal of Transportation Security, Springer, vol. 12(1), pages 37-37, June.
    8. David Moher & Alessandro Liberati & Jennifer Tetzlaff & Douglas G Altman & The PRISMA Group, 2009. "Preferred Reporting Items for Systematic Reviews and Meta-Analyses: The PRISMA Statement," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-6, July.
    9. Lauren R. Shapiro & Marie-Helen Maras & Lucia Velotti & Susan Pickman & Hung-Lung Wei & Robert Till, 2018. "Trojan horse risks in the maritime transportation systems sector," Journal of Transportation Security, Springer, vol. 11(3), pages 65-83, December.
    10. Stefan Schauer & Nineta Polemi & Haralambos Mouratidis, 2019. "MITIGATE: a dynamic supply chain cyber risk assessment methodology," Journal of Transportation Security, Springer, vol. 12(1), pages 1-35, June.
    11. Wang, Yang & Chen, Peng & Wu, Bing & Wan, Chengpeng & Yang, Zaili, 2022. "A trustable architecture over blockchain to facilitate maritime administration for MASS systems," Reliability Engineering and System Safety, Elsevier, vol. 219(C).
    12. Boris Svilicic & Miho Kristić & Srđan Žuškin & David Brčić, 2020. "Paperless ship navigation: cyber security weaknesses," Journal of Transportation Security, Springer, vol. 13(3), pages 203-214, December.
    13. Alessandro Liberati & Douglas G Altman & Jennifer Tetzlaff & Cynthia Mulrow & Peter C Gøtzsche & John P A Ioannidis & Mike Clarke & P J Devereaux & Jos Kleijnen & David Moher, 2009. "The PRISMA Statement for Reporting Systematic Reviews and Meta-Analyses of Studies That Evaluate Health Care Interventions: Explanation and Elaboration," PLOS Medicine, Public Library of Science, vol. 6(7), pages 1-28, July.
    14. Nelson H. Carreras Guzman & Morten Wied & Igor Kozine & Mary Ann Lundteigen, 2020. "Conceptualizing the key features of cyber‐physical systems in a multi‐layered representation for safety and security analysis," Systems Engineering, John Wiley & Sons, vol. 23(2), pages 189-210, March.
    15. Kriaa, Siwar & Pietre-Cambacedes, Ludovic & Bouissou, Marc & Halgand, Yoran, 2015. "A survey of approaches combining safety and security for industrial control systems," Reliability Engineering and System Safety, Elsevier, vol. 139(C), pages 156-178.
    16. Kechagias, Evripidis P. & Chatzistelios, Georgios & Papadopoulos, Georgios A. & Apostolou, Panagiotis, 2022. "Digital transformation of the maritime industry: A cybersecurity systemic approach," International Journal of Critical Infrastructure Protection, Elsevier, vol. 37(C).
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    1. Uflaz, Esma & Sezer, Sukru Ilke & Tunçel, Ahmet Lutfi & Aydin, Muhammet & Akyuz, Emre & Arslan, Ozcan, 2024. "Quantifying potential cyber-attack risks in maritime transportation under Dempster–Shafer theory FMECA and rule-based Bayesian network modelling," Reliability Engineering and System Safety, Elsevier, vol. 243(C).
    2. Wang, Yang & Ye, Ting & Zio, Enrico & Wang, Tengfei & Wu, Bing, 2024. "A blockchain-based credibility evaluation scheme for navigational event dissemination in the internet of ships," Reliability Engineering and System Safety, Elsevier, vol. 248(C).

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