Cyber-Physical System Security of a Power Grid: State-of-the-Art

Sun, Chih -Che; Liu, Chen -Ching; Xie, Jing

doi:10.3390/electronics5030040

Title: Cyber-Physical System Security of a Power Grid: State-of-the-Art

Journal Article · Thu Jul 14 00:00:00 EDT 2016 · Electronics

DOI:https://doi.org/10.3390/electronics5030040· OSTI ID:1435630

Sun, Chih -Che ^[1]; Liu, Chen -Ching ^[2]; Xie, Jing ^[1]

Washington State Univ., Pullman, WA (United States)
Washington State Univ., Pullman, WA (United States); Univ. College Dublin, Dublin (Ireland)

Here, as part of the smart grid development, more and more technologies are developed and deployed on the power grid to enhance the system reliability. A primary purpose of the smart grid is to significantly increase the capability of computer-based remote control and automation. As a result, the level of connectivity has become much higher, and cyber security also becomes a potential threat to the cyber-physical systems (CPSs). In this paper, a survey of the state-of-the-art is conducted on the cyber security of the power grid concerning issues of: the structure of CPSs in a smart grid; cyber vulnerability assessment; cyber protection systems; and testbeds of a CPS. At Washington State University (WSU), the Smart City Testbed (SCT) has been developed to provide a platform to test, analyze and validate defense mechanisms against potential cyber intrusions. A test case is provided in this paper to demonstrate how a testbed helps the study of cyber security and the anomaly detection system (ADS) for substations.

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Research Organization:: Univ. of Illinois, Chicago, IL (United States)

Sponsoring Organization:: USDOE

Grant/Contract Number:: OE0000780

OSTI ID:: 1435630

Journal Information:: Electronics, Vol. 5, Issue 4; ISSN 2079-9292

Publisher:: MDPICopyright Statement

Country of Publication:: United States

Language:: English

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Cited by: 51 works

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References (27)

Model-Based Attack Detection and Mitigation for Automatic Generation Control Sridhar, Siddharth; Govindarasu, Manimaran IEEE Transactions on Smart Grid, Vol. 5, Issue 2 https://doi.org/10.1109/TSG.2014.2298195	journal	March 2014
Host-based intrusion detection using dynamic and static behavioral models Yeung, Dit-Yan; Ding, Yuxin Pattern Recognition, Vol. 36, Issue 1 https://doi.org/10.1016/S0031-3203(02)00026-2	journal	January 2003
Data-Stream-Based Intrusion Detection System for Advanced Metering Infrastructure in Smart Grid: A Feasibility Study Faisal, Mustafa Amir; Aung, Zeyar; Williams, John R. IEEE Systems Journal, Vol. 9, Issue 1 https://doi.org/10.1109/JSYST.2013.2294120	journal	March 2015
Electricity Theft Detection in AMI Using Customers’ Consumption Patterns Jokar, Paria; Arianpoo, Nasim; Leung, Victor C. M. IEEE Transactions on Smart Grid, Vol. 7, Issue 1 https://doi.org/10.1109/TSG.2015.2425222	journal	January 2016
Distributed Intrusion Detection System in a Multi-Layer Network Architecture of Smart Grids Zhang, Yichi; Wang, Lingfeng; Sun, Weiqing IEEE Transactions on Smart Grid, Vol. 2, Issue 4 https://doi.org/10.1109/TSG.2011.2159818	journal	December 2011
Integration of a New Standard: A Network Simulator of IEC 61850 Architectures for Electrical Substations Clavel, Fanny; Savary, Eric; Angays, Philippe IEEE Industry Applications Magazine, Vol. 21, Issue 1 https://doi.org/10.1109/MIAS.2014.2345798	journal	January 2015
A Real-Time Voltage Instability Identification Algorithm Based on Local Phasor Measurements Corsi, S.; Taranto, G. N. IEEE Transactions on Power Systems, Vol. 23, Issue 3 https://doi.org/10.1109/TPWRS.2008.922586	journal	August 2008
Integrated Anomaly Detection for Cyber Security of the Substations Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran IEEE Transactions on Smart Grid, Vol. 5, Issue 4 https://doi.org/10.1109/TSG.2013.2294473	journal	July 2014
A Lyapunov function based optimal hybrid power system controller for improved transient stability Yousefian, R.; Kamalasadan, S. Electric Power Systems Research, Vol. 137 https://doi.org/10.1016/j.epsr.2016.03.042	journal	August 2016
Anomaly Detection for Cybersecurity of the Substations Ten, Chee-Wooi; Hong, Junho; Liu, Chen-Ching IEEE Transactions on Smart Grid, Vol. 2, Issue 4 https://doi.org/10.1109/TSG.2011.2159406	journal	December 2011
Vulnerability Assessment of Cybersecurity for SCADA Systems Ten, Chee-Wooi; Liu, Chen-Ching; Manimaran, Govindarasu IEEE Transactions on Power Systems, Vol. 23, Issue 4 https://doi.org/10.1109/TPWRS.2008.2002298	journal	November 2008
Phase transition in a computer network traffic model Ohira, Toru; Sawatari, Ryusuke Physical Review E, Vol. 58, Issue 1 https://doi.org/10.1103/PhysRevE.58.193	journal	July 1998
A Game-Theoretic Analysis of Cyber Switching Attacks and Mitigation in Smart Grid Systems Farraj, Abdallah; Hammad, Eman; Daoud, Ashraf Al IEEE Transactions on Smart Grid, Vol. 7, Issue 4 https://doi.org/10.1109/TSG.2015.2440095	journal	July 2016
Is the topology of the Internet network really fit to sustain its function? Rosato, V.; Issacharoff, L.; Meloni, S. Physica A: Statistical Mechanics and its Applications, Vol. 387, Issue 7 https://doi.org/10.1016/j.physa.2007.10.065	journal	March 2008
Behavior-Rule Based Intrusion Detection Systems for Safety Critical Smart Grid Applications Mitchell, Robert; Chen, Ing-Ray IEEE Transactions on Smart Grid, Vol. 4, Issue 3 https://doi.org/10.1109/TSG.2013.2258948	journal	September 2013
The Wide World of Wide-area Measurement Phadke, A. G.; Volskis, Hector; de Moraes, Rui Menezes IEEE Power and Energy Magazine, Vol. 6, Issue 5 https://doi.org/10.1109/MPE.2008.927476	journal	September 2008
Secure Anonymous Key Distribution Scheme for Smart Grid Tsai, Jia-Lun; Lo, Nai-Wei IEEE Transactions on Smart Grid https://doi.org/10.1109/TSG.2015.2440658	journal	January 2015
PMU-Based Wide-Area Security Assessment: Concept, Method, and Implementation Makarov, Yuri V.; Du, Pengwei; Lu, Shuai IEEE Transactions on Smart Grid, Vol. 3, Issue 3 https://doi.org/10.1109/TSG.2012.2193145	journal	September 2012
A Cross-Layer Defense Mechanism Against GPS Spoofing Attacks on PMUs in Smart Grids Fan, Yawen; Zhang, Zhenghao; Trinkle, Matthew IEEE Transactions on Smart Grid, Vol. 6, Issue 6 https://doi.org/10.1109/TSG.2014.2346088	journal	November 2015
Cybersecurity for Critical Infrastructures: Attack and Defense Modeling Ten, Chee-Wooi; Manimaran, Govindarasu; Liu, Chen-Ching IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 40, Issue 4 https://doi.org/10.1109/TSMCA.2010.2048028	journal	July 2010
Interference-Mitigated ZigBee-Based Advanced Metering Infrastructure Chi, Hao Ran; Tsang, Kim Fung; Chui, Kwok Tai IEEE Transactions on Industrial Informatics, Vol. 12, Issue 2 https://doi.org/10.1109/TII.2016.2527618	journal	April 2016
Spoofing GPS Receiver Clock Offset of Phasor Measurement Units Jiang, Xichen; Zhang, Jiangmeng; Harding, Brian J. IEEE Transactions on Power Systems, Vol. 28, Issue 3 https://doi.org/10.1109/TPWRS.2013.2240706	journal	August 2013
A Multi-Sensor Energy Theft Detection Framework for Advanced Metering Infrastructures McLaughlin, Stephen; Holbert, Brett; Fawaz, Ahmed IEEE Journal on Selected Areas in Communications, Vol. 31, Issue 7 https://doi.org/10.1109/JSAC.2013.130714	journal	July 2013
Cyber-Physical Security Testbeds: Architecture, Application, and Evaluation for Smart Grid Hahn, Adam; Ashok, Aditya; Sridhar, Siddharth IEEE Transactions on Smart Grid, Vol. 4, Issue 2 https://doi.org/10.1109/TSG.2012.2226919	journal	June 2013
Cyber Security and Privacy Issues in Smart Grids Liu, Jing; Xiao, Yang; Li, Shuhui IEEE Communications Surveys & Tutorials, Vol. 14, Issue 4 https://doi.org/10.1109/SURV.2011.122111.00145	journal	January 2012
Cyberthreat Analysis and Detection for Energy Theft in Social Networking of Smart Homes Liu, Yang; Hu, Shiyan IEEE Transactions on Computational Social Systems, Vol. 2, Issue 4 https://doi.org/10.1109/TCSS.2016.2519506	journal	December 2015
Integrated Anomaly Detection for cyber security of the substations Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran 2014 IEEE Power & Energy Society General Meeting, 2014 IEEE PES General Meeting \| Conference & Exposition https://doi.org/10.1109/pesgm.2014.6939779	conference	July 2014

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Cyber Physical System (CPS)-Based Industry 4.0: A Survey Lu, Yang Journal of Industrial Integration and Management, Vol. 02, Issue 03 https://doi.org/10.1142/s2424862217500142	journal	September 2017
Sociotechnical Network Analysis for Power Grid Resilience in South Korea Eisenberg, Daniel A.; Park, Jeryang; Seager, Thomas P. Complexity, Vol. 2017 https://doi.org/10.1155/2017/3597010	journal	January 2017
Survey of Smart Grid Concepts and Technological Demonstrations Worldwide Emphasizing on the Oman Perspective Al-Badi, Abdullah Hamed; Ahshan, Razzaqul; Hosseinzadeh, Nasser Applied System Innovation, Vol. 3, Issue 1 https://doi.org/10.3390/asi3010005	journal	January 2020
Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control Chhaya, Lipi; Sharma, Paawan; Bhagwatikar, Govind Electronics, Vol. 6, Issue 1 https://doi.org/10.3390/electronics6010005	journal	January 2017
Multi-Port Current Source Inverter for Smart Microgrid Applications: A Cyber Physical Paradigm Senthilnathan, Karthikrajan; Annapoorani, Iyswarya Electronics, Vol. 8, Issue 1 https://doi.org/10.3390/electronics8010001	journal	December 2018
False Data Injection Attack Based on Hyperplane Migration of Support Vector Machine in Transmission Network of the Smart Grid Wang, Baoyao; Zhu, Peidong; Chen, Yingwen Symmetry, Vol. 10, Issue 5 https://doi.org/10.3390/sym10050165	journal	May 2018

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24 POWER TRANSMISSION AND DISTRIBUTION
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Title: Cyber-Physical System Security of a Power Grid: State-of-the-Art

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