Multilayer Resilience Paradigm Against Cyber Attacks in DC Microgrids

被引:61
作者
Sahoo, Subham [1 ]
Dragicevic, Tomislav [2 ]
Blaabjerg, Frede [1 ]
机构
[1] Aalborg Univ, Dept Energy Technol, DK-9220 Aalborg, Denmark
[2] Tech Univ Denmark, Ctr Elect Power & Energy, DK-2800 Lyngby, Denmark
关键词
Microgrids; Voltage control; Resilience; Decentralized control; Cyberattack; Buck converters; Cyber-physical systems; dc microgrid; distributed control; man-in-the-middle (MITM) attacks; resilient controller; SECURITY;
D O I
10.1109/TPEL.2020.3014258
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Recent advancements in dc microgrids are largely based on distributed control strategies to enhance their reliability. However, due to numerous vulnerabilities in the communication layer, they are susceptible to cyber attacks. Hijacked cyber link(s) could affect the microgrid system reliability and operation in many ways. Therefore, the accuracy in detection of the compromised link(s) becomes very critical due to the dynamic relationship between the cyber-physical entities in dc microgrids. One of the most prominent attacks on cyber layer is referred to as the man-in-the-middle (MITM) attack. This type of attack involves infiltrating the information between two communication nodes by a third party. This article proposes a multilayer resilient controller to detect and mitigate MITM attacks immediately for ensuring the security of dc microgrids. First, the modeling of MITM attacks based on cooperative response, and degree of coordination of attack element(s) is discussed in detail. Furthermore, a diverging factor based detection law is proposed to locate the compromised cyber link(s) and to identify the malicious signals in voltage and current counterparts. A multilayer-based event-driven strategy is then used to remove these signals by introducing multiple mitigation layers. Based on the authentication signal for each neighboring agent True or False, the data flow between the multilayer cyber network takes place to guarantee resilience against MITM attacks. Finally, the proposed resilient mechanism in the presence of MITM attack is theoretically verified and validated using simulations and experiments.
引用
收藏
页码:2522 / 2532
页数:11
相关论文
共 27 条
  • [1] Signal Temporal Logic-Based Attack Detection in DC Microgrids
    Beg, Omar Ali
    Nguyen, Luan V.
    Johnson, Taylor T.
    Davoudi, Ali
    [J]. IEEE TRANSACTIONS ON SMART GRID, 2019, 10 (04) : 3585 - 3595
  • [2] Edge-disjoint spanning trees and eigenvalues of regular graphs
    Cioaba, Sebastian M.
    Wong, Wiseley
    [J]. LINEAR ALGEBRA AND ITS APPLICATIONS, 2012, 437 (02) : 630 - 647
  • [3] A Survey of Man In The Middle Attacks
    Conti, Mauro
    Dragoni, Nicola
    Lesyk, Viktor
    [J]. IEEE COMMUNICATIONS SURVEYS AND TUTORIALS, 2016, 18 (03): : 2027 - 2051
  • [4] Desmedt Y., 2011, Encyclopedia of Cryptography and Security, P759
  • [5] DC Microgrids-Part I: A Review of Control Strategies and Stabilization Techniques
    Dragicevic, Tomislav
    Lu, Xiaonan
    Vasquez, Juan C.
    Guerrero, Josep M.
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2016, 31 (07) : 4876 - 4891
  • [6] Hop count limitation analysis in wireless multi-hop networks
    Liao Wenxing
    Wu Muqing
    Zhao Min
    Li Peizhe
    Li Tianze
    [J]. INTERNATIONAL JOURNAL OF DISTRIBUTED SENSOR NETWORKS, 2017, 13 (01):
  • [7] Security Against Communication Network Attacks of Cyber-Physical Systems
    Lima, Publio Macedo
    Silva Alves, Marcos Vinicius
    Carvalho, Lilian Kawakami
    Moreira, Marcos Vicente
    [J]. JOURNAL OF CONTROL AUTOMATION AND ELECTRICAL SYSTEMS, 2019, 30 (01) : 125 - 135
  • [8] Detection of Faults and Attacks Including False Data Injection Attack in Smart Grid Using Kalman Filter
    Manandhar, Kebina
    Cao, Xiaojun
    Hu, Fei
    Liu, Yao
    [J]. IEEE TRANSACTIONS ON CONTROL OF NETWORK SYSTEMS, 2014, 1 (04): : 370 - 379
  • [9] Nash-Williams C.S.J.A., 1961, J. London Math. Soc., V36, P445, DOI DOI 10.1112/JLMS/S1-36.1.445
  • [10] Distributed Cooperative Control of DC Microgrids
    Nasirian, Vahidreza
    Moayedi, Seyedali
    Davoudi, Ali
    Lewis, Frank L.
    [J]. IEEE TRANSACTIONS ON POWER ELECTRONICS, 2015, 30 (04) : 2288 - 2303