Cyber Threats to Smart Grids: Review, Taxonomy, Potential Solutions, and Future Directions

被引:31
|
作者
Ding, Jianguo [1 ]
Qammar, Attia [2 ]
Zhang, Zhimin [2 ]
Karim, Ahmad [3 ]
Ning, Huansheng [2 ]
机构
[1] Blekinge Inst Technol, Dept Comp Sci, S-37179 Karlskrona, Sweden
[2] Univ Sci & Technol Beijing, Sch Comp & Commun Engn, Beijing 100083, Peoples R China
[3] Bahauddin Zakariya Univ, Dept Informat Technol, Multan 60000, Pakistan
关键词
smart grids; cybersecurity; vulnerabilities; cyberattacks; blockchain; artificial intelligence; DATA INJECTION ATTACKS; LOAD-ALTERING ATTACK; CLASSIFICATION APPROACH; INTRUSION DETECTION; ANOMALY DETECTION; POWER-SYSTEMS; SECURITY; DEEP; AUTHENTICATION; IDENTIFICATION;
D O I
10.3390/en15186799
中图分类号
TE [石油、天然气工业]; TK [能源与动力工程];
学科分类号
0807 ; 0820 ;
摘要
Smart Grids (SGs) are governed by advanced computing, control technologies, and networking infrastructure. However, compromised cybersecurity of the smart grid not only affects the security of existing energy systems but also directly impacts national security. The increasing number of cyberattacks against the smart grid urgently necessitates more robust security protection technologies to maintain the security of the grid system and its operations. The purpose of this review paper is to provide a thorough understanding of the incumbent cyberattacks' influence on the entire smart grid ecosystem. In this paper, we review the various threats in the smart grid, which have two core domains: the intrinsic vulnerability of the system and the external cyberattacks. Similarly, we analyze the vulnerabilities of all components of the smart grid (hardware, software, and data communication), data management, services and applications, running environment, and evolving and complex smart grids. A structured smart grid architecture and global smart grid cyberattacks with their impact from 2010 to July 2022 are presented. Then, we investigated the the thematic taxonomy of cyberattacks on smart grids to highlight the attack strategies, consequences, and related studies analyzed. In addition, potential cybersecurity solutions to smart grids are explained in the context of the implementation of blockchain and Artificial Intelligence (AI) techniques. Finally, technical future directions based on the analysis are provided against cyberattacks on SGs.
引用
收藏
页数:37
相关论文
共 50 条
  • [31] Blockchain and Machine Learning for Future Smart Grids: A Review
    Mololoth, Vidya Krishnan
    Saguna, Saguna
    ahlund, Christer
    [J]. ENERGIES, 2023, 16 (01)
  • [32] A Taxonomy of Bio-Inspired Cyber Security Approaches: Existing Techniques and Future Directions
    Rauf, Usman
    [J]. ARABIAN JOURNAL FOR SCIENCE AND ENGINEERING, 2018, 43 (12) : 6693 - 6708
  • [33] A Taxonomy of Bio-Inspired Cyber Security Approaches: Existing Techniques and Future Directions
    Usman Rauf
    [J]. Arabian Journal for Science and Engineering, 2018, 43 : 6693 - 6708
  • [34] Review of Cybersecurity Analysis in Smart Distribution Systems and Future Directions for Using Unsupervised Learning Methods for Cyber Detection
    Pinto, Smitha Joyce
    Siano, Pierluigi
    Parente, Mimmo
    [J]. ENERGIES, 2023, 16 (04)
  • [35] Privacy-Aware Remote Identification for Unmanned Aerial Vehicles: Current Solutions, Potential Threats, and Future Directions
    Tedeschi, Pietro
    Al Nuaimi, Fatima Ali
    Awad, Ali Ismail
    Natalizio, Enrico
    [J]. IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2024, 20 (02) : 1069 - 1080
  • [36] Explainable Convolutional Neural Networks: A Taxonomy, Review, and Future Directions
    Ibrahim, Rami
    Shafiq, M. Omair
    [J]. ACM COMPUTING SURVEYS, 2023, 55 (10)
  • [37] A Taxonomy on Smart Healthcare Technologies: Security Framework, Case Study, and Future Directions
    Chaudhary, Sachi
    Kakkar, Riya
    Jadav, Nilesh Kumar
    Nair, Anuja
    Gupta, Rajesh
    Tanwar, Sudeep
    Agrawal, Smita
    Alshehri, Mohammad Dahman
    Sharma, Ravi
    Sharma, Gulshan
    Davidson, Innocent E.
    [J]. Journal of Sensors, 2022, 2022
  • [38] A Taxonomy on Smart Healthcare Technologies: Security Framework, Case Study, and Future Directions
    Chaudhary, Sachi
    Kakkar, Riya
    Jadav, Nilesh Kumar
    Nair, Anuja
    Gupta, Rajesh
    Tanwar, Sudeep
    Agrawal, Smita
    Alshehri, Mohammad Dahman
    Sharma, Ravi
    Sharma, Gulshan
    Davidson, Innocent E.
    [J]. JOURNAL OF SENSORS, 2022, 2022
  • [39] Smart urban logistics: Literature review and future directions
    Buyukozkan, Gulcin
    Ilicak, Oyku
    [J]. SOCIO-ECONOMIC PLANNING SCIENCES, 2022, 81
  • [40] Smart port: A bibliometric review and future research directions
    Li, Kevin X.
    Li, Mengchi
    Zhu, Yuhan
    Yuen, Kum Fai
    Tong, Hao
    Zhou, Haoqing
    [J]. TRANSPORTATION RESEARCH PART E-LOGISTICS AND TRANSPORTATION REVIEW, 2023, 174