Risk assessment of human-automation conflict under cyberattacks in process systems

被引:11
|
作者
Wen, He [1 ]
Khan, Faisal [1 ,2 ]
Ahmed, Salim [1 ]
Imtiaz, Syed [1 ]
Pistikopoulos, Stratos [3 ]
机构
[1] Mem Univ, Fac Engn & Appl Sci, Ctr Risk Integr & Safety Engn C RISE, St John, NF A1B 3X5, Canada
[2] Texas A&M Univ, Mary Kay OConnor Proc Safety Ctr, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
[3] Texas A&M Univ, Texas A&M Energy Inst, Artie McFerrin Dept Chem Engn, College Stn, TX 77843 USA
基金
加拿大自然科学与工程研究理事会;
关键词
Conflict; Cyberattack; Game theory; Human-automation conflict;
D O I
10.1016/j.compchemeng.2023.108175
中图分类号
TP39 [计算机的应用];
学科分类号
081203 ; 0835 ;
摘要
Human-automation conflict is a frontier subject to be vigilant against, and it may become even more elusive and confusing under cyberattacks. Conflicts due to cyberattacks are often beyond the expertise of the human oper-ator, making the resolution much more difficult. Therefore, this study transforms common attacks into under-standable representations with process variables, explores human-automation conflict under five generalized attacks, e.g., false data injection, denial of service, etc., and explains the conflict with a proposed cooperative Pareto paradigm based on game theory, then applies on a Continuous Stirred Tank Reactor. The results show that cyberattacks could cause conflicts significantly. It also highlights that attack strength determines the strength of action conflict. The control actions could buffer some impact of attacks within a limited range. The conflict risk could be applied to distinguish a fault and an attack, and measures could be taken accordingly.
引用
收藏
页数:10
相关论文
共 50 条
  • [31] Risk assessment process under review
    不详
    CHEMISTRY & INDUSTRY, 1998, (09) : 324 - 324
  • [32] Asset-Based Dynamic Impact Assessment of Cyberattacks for Risk Analysis in Industrial Control Systems
    Li, Xuan
    Zhou, Chunjie
    Tian, Yu-Chu
    Xiong, Naixue
    Qin, Yuanqing
    IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2018, 14 (02) : 608 - 618
  • [33] Human-elephant conflict risk assessment under coupled climatic and anthropogenic changes in Thailand
    Kitratporn, Nuntikorn
    Takeuchi, Wataru
    SCIENCE OF THE TOTAL ENVIRONMENT, 2022, 834
  • [34] Toward the automation of threat modeling and risk assessment in IoT systems
    Casola, Valentina
    De Benedictis, Alessandra
    Rak, Massimiliano
    Villano, Umberto
    INTERNET OF THINGS, 2019, 7
  • [35] A cybersecurity risk assessment methodology for industrial automation control systems
    Brancati, Francesco
    Mongelli, Diamantea
    Mariotti, Francesco
    Lollini, Paolo
    INTERNATIONAL JOURNAL OF INFORMATION SECURITY, 2025, 24 (02)
  • [36] A risk-based model for human-artificial intelligence conflict resolution in process systems
    Wen, He
    Khan, Faisal
    DIGITAL CHEMICAL ENGINEERING, 2024, 13
  • [37] On the process of automation transition in multitask human-machine systems
    Hancock, Peter A.
    IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS, 2007, 37 (04): : 586 - 598
  • [38] A multi-layer FRAM based approach to short-term human-automation resilience assessment: A case study on dynamic positioning system in offshore tandem offloading process
    Peng, Changyi
    Zhen, Xingwei
    Huang, Yi
    OCEAN ENGINEERING, 2022, 266
  • [39] Risk Analysis and Assessment Process in ATM Systems
    Zihla, Zdenek
    JOURNAL OF TOURISM AND SERVICES, 2011, 2 (03): : 89 - 99
  • [40] Towards safe human robot collaboration - Risk assessment of intelligent automation
    Hanna, Atieh
    Bengtsson, Kristofer
    Gotvall, Per-Lage
    Ekstrom, Mikael
    2020 25TH IEEE INTERNATIONAL CONFERENCE ON EMERGING TECHNOLOGIES AND FACTORY AUTOMATION (ETFA), 2020, : 424 - 431