A Data-Driven Cyber Resilience Assessment for Industrial Plants

被引：0
|
作者：
Simone, Francesco [1 ]
Cilli, Claudio [2 ]
Di Gravio, Giulio [1 ]
Patriarca, Riccardo [1 ]
机构：
[1] Sapienza Univ Rome, Dept Mech & Aerosp Engn, Rome, Italy
[2] Sapienza Univ Rome, Dept Comp Sci, Rome, Italy
来源：
INFORMATION SYSTEMS AND TECHNOLOGIES, VOL 1, WORLDCIST 2023 | 2024年 / 799卷
关键词：
Resilience; Cyber attacks; Big data;
D O I：
10.1007/978-3-031-45642-8_46
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Cyber-Physical Systems (CPSs) are becoming more integrated into smart industrial assets. CPS however are increasingly exposed to external vulnerabilities, beyond technical failures, i.e., cyber attacks, due to their complex structure that combines cyber, cyber-physical, and physical components. Operationalizing the notion of cyber resilience represents a solution to deal with this family of problems. In this study, a methodology to assess the resilience of CPSs is presented and instantiated on dataset referred to SWaT (SecureWater Treatment) testbed data to show its effectiveness in a particular application. Two metrics are calculated to quantify the resilience of the system under analysis. The obtained results gives suggestions for the resilient design and management of CPSs.
引用
收藏
页码：467 / 476
页数：10
相关论文
共 50 条
  • [11] Data-driven analysis of resilience in airline networks
    Wong, Allen
    Tan, Sijian
    Chandramouleeswaran, Keshav Ram
    Tran, Huy T.
    TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2020, 143
  • [12] Data-driven resilience analysis of power grids
    Qicong Sun
    Yan Li
    Jason Philhower
    Global Energy Interconnection, 2021, 4 (01) : 104 - 114
  • [13] Data-driven resilience analysis of power grids
    Sun, Qicong
    Li, Yan
    Philhower, Jason
    GLOBAL ENERGY INTERCONNECTION-CHINA, 2021, 4 (01): : 104 - 114
  • [14] DATA-DRIVEN FAULT TREE MODELING FOR RELIABILITY ASSESSMENT OF CYBER-PHYSICAL SYSTEMS
    Lazarova-Molnar, Sanja
    Niloofar, Parisa
    Barta, Gabor Kevin
    2020 WINTER SIMULATION CONFERENCE (WSC), 2020, : 2719 - 2730
  • [15] Data-Driven Community Flood Resilience Prediction
    Abdel-Mooty, Moustafa Naiem
    El-Dakhakhni, Wael
    Coulibaly, Paulin
    WATER, 2022, 14 (13)
  • [16] Data-Driven Falsification of Cyber-Physical Systems
    Kundu, Atanu
    Gon, Sauvik
    Ray, Rajarshi
    PROCEEDINGS OF THE 17TH INNOVATIONS IN SOFTWARE ENGINEERING CONFERENCE, ISEC 2024, 2024,
  • [17] Data-Driven Cyber-Vulnerability Maintenance Policies
    Afful-Dadzie, Anthony
    Allen, Theodore T.
    JOURNAL OF QUALITY TECHNOLOGY, 2014, 46 (03) : 234 - 250
  • [18] Data-driven failure analysis for the cyber physical infrastructures
    Belenko, Viacheslav
    Chernenko, Valery
    Krundyshev, Vasiliy
    Kalinin, Maxim
    2019 IEEE INTERNATIONAL CONFERENCE ON INDUSTRIAL CYBER PHYSICAL SYSTEMS (ICPS 2019), 2019, : 775 - 779
  • [19] Data-driven Approach to Support Experts in the Identification of Operational States in Industrial Process Plants
    Trunzer, Emanuel
    Wu, Chengyuan
    Guo, Kaiwen
    Vermum, Christian
    Vogel-Heuser, Birgit
    IECON 2018 - 44TH ANNUAL CONFERENCE OF THE IEEE INDUSTRIAL ELECTRONICS SOCIETY, 2018, : 3096 - 3101
  • [20] Hybrid data-driven resilience assessment and enhancement of distribution system for cyclone susceptible zones
    Debomita Sonal
    Scientific Reports, 12
12345