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Analysis of Cybersecurity-related Incidents in the Process Industry

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  • IAIANI, Matteo
  • TUGNOLI, Alessandro
  • BONVICINI, Sarah
  • COZZANI, Valerio

Abstract

The digital transition in the process industry is characterized by a high level of automation and an increasing connection with external networks, which makes facilities vulnerable to cybers-threats. A cyber-attack, beside economic and reputational damages, can potentially trigger major events (e.g. releases of hazardous materials, fires, explosions) with severe consequences on workers, population, and the environment. In the present study, the cybersecurity-related incidents that occurred in the process industry and in similar industrial sectors (chemical, petrochemical, energy production, water/wastewater treatment) were investigated. The aim of the study is to frame a clear picture of the cyber-attacks on the automated control systems of process facilities and to issue lessons learnt from past incidents. The study is based on the development and analysis of a database of 82 cybersecurity-related incidents gathered from various sources. Time trend, geographical distribution, distribution among the industrial sectors, impacts of the incidents, and nature of the cyber-attacks (attacker, intentional/accidental type, system infected) were investigated. The analysis of a sub-set of more detailed incidents allowed the identification of the general steps of a cyber-attack on automated control systems of a process facility, the main hacking techniques used by the attackers and the more common cybersecurity countermeasures applicable to the prevention of a cyber-attack.

Suggested Citation

  • IAIANI, Matteo & TUGNOLI, Alessandro & BONVICINI, Sarah & COZZANI, Valerio, 2021. "Analysis of Cybersecurity-related Incidents in the Process Industry," Reliability Engineering and System Safety, Elsevier, vol. 209(C).
    • Handle: RePEc:eee:reensy:v:209:y:2021:i:c:s095183202100051x
    DOI: 10.1016/j.ress.2021.107485
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    1. Sandor Vajna & Burchardt C & Pascal Le Masson & Armand Hatchuel & Benoit Weil & Bercsey T & Pilz F, 2020. "Models and Procedures of Product Development," Post-Print hal-03053964, HAL.
    2. ., 2020. "The development of the continental rule through law," Chapters, in: The Rule of Law, Economic Development, and Corporate Governance, chapter 3, pages 46-87, Edward Elgar Publishing.
    3. Nicola Paltrinieri & Nicolas Dechy & Ernesto Salzano & Mike Wardman & Valerio Cozzani, 2012. "Lessons Learned from Toulouse and Buncefield Disasters: From Risk Analysis Failures to the Identification of Atypical Scenarios Through a Better Knowledge Management," Risk Analysis, John Wiley & Sons, vol. 32(8), pages 1404-1419, August.
    4. Jan Fagerberg & Martin Srholec, 2017. "Capabilities, economic development, sustainability," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 41(3), pages 905-926.
    5. Matteini, Anita & Argenti, Francesca & Salzano, Ernesto & Cozzani, Valerio, 2019. "A comparative analysis of security risk assessment methodologies for the chemical industry," Reliability Engineering and System Safety, Elsevier, vol. 191(C).
    6. Milch, Vibeke & Laumann, Karin, 2019. "The influence of interorganizational factors on offshore incidents in the Norwegian petroleum industry: Challenges and future directions," Reliability Engineering and System Safety, Elsevier, vol. 181(C), pages 84-96.
    7. Skogdalen, Jon Espen & Vinnem, Jan Erik, 2012. "Combining precursor incidents investigations and QRA in oil and gas industry," Reliability Engineering and System Safety, Elsevier, vol. 101(C), pages 48-58.
    8. ., 2020. "Economic development in Europe and the United States," Chapters, in: The Rule of Law, Economic Development, and Corporate Governance, chapter 6, pages 149-177, Edward Elgar Publishing.
    9. Lam, C.Y. & Tai, K., 2020. "Network topological approach to modeling accident causations and characteristics: Analysis of railway incidents in Japan," Reliability Engineering and System Safety, Elsevier, vol. 193(C).
    10. Konstandinidou, Myrto & Nivolianitou, Zoe & Kefalogianni, Eirini & Caroni, Chrys, 2011. "In-depth analysis of the causal factors of incidents reported in the Greek petrochemical industry," Reliability Engineering and System Safety, Elsevier, vol. 96(11), pages 1448-1455.
    11. Landucci, Gabriele & Reniers, Genserik & Cozzani, Valerio & Salzano, Ernesto, 2015. "Vulnerability of industrial facilities to attacks with improvised explosive devices aimed at triggering domino scenarios," Reliability Engineering and System Safety, Elsevier, vol. 143(C), pages 53-62.
    12. Omotunde E. G. Johnson, 2020. "Financial Sector Development in African Countries," Springer Books, Springer, number 978-3-030-32938-9, September.
    13. Churchwell, Jared S. & Zhang, Katherine S. & Saleh, Joseph H., 2018. "Epidemiology of helicopter accidents: Trends, rates, and covariates," Reliability Engineering and System Safety, Elsevier, vol. 180(C), pages 373-384.
    14. Rubene, Ieva, 2020. "Recent developments in euro area food prices," Economic Bulletin Boxes, European Central Bank, vol. 5.
    15. -, 2020. "Regional Agenda for Inclusive Social Development," Libros y Documentos Institucionales, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 45330 edited by Eclac.
    16. Tai-Sen He & Lili Qin, 2020. "On the developmental origin of intrinsic honesty," PLOS ONE, Public Library of Science, vol. 15(9), pages 1-10, September.
    17. Oecd, 2020. "Museums and Local Development in Poland," OECD Local Economic and Employment Development (LEED) Papers 2020/05, OECD Publishing.
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