Cyber-Physical System Security of a Power Grid: State-of-the-Art
Abstract
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.
- Authors:
-
- Washington State Univ., Pullman, WA (United States)
- Washington State Univ., Pullman, WA (United States); Univ. College Dublin, Dublin (Ireland)
- Publication Date:
- Research Org.:
- Univ. of Illinois, Chicago, IL (United States)
- Sponsoring Org.:
- USDOE
- OSTI Identifier:
- 1435630
- Grant/Contract Number:
- OE0000780
- Resource Type:
- Accepted Manuscript
- Journal Name:
- Electronics
- Additional Journal Information:
- Journal Volume: 5; Journal Issue: 4; Journal ID: ISSN 2079-9292
- Publisher:
- MDPI
- Country of Publication:
- United States
- Language:
- English
- Subject:
- 24 POWER TRANSMISSION AND DISTRIBUTION; cyber security; cyber-physical system; intrusion detection; testbed; smart grid
Citation Formats
Sun, Chih -Che, Liu, Chen -Ching, and Xie, Jing. Cyber-Physical System Security of a Power Grid: State-of-the-Art. United States: N. p., 2016.
Web. doi:10.3390/electronics5030040.
Sun, Chih -Che, Liu, Chen -Ching, & Xie, Jing. Cyber-Physical System Security of a Power Grid: State-of-the-Art. United States. https://doi.org/10.3390/electronics5030040
Sun, Chih -Che, Liu, Chen -Ching, and Xie, Jing. Thu .
"Cyber-Physical System Security of a Power Grid: State-of-the-Art". United States. https://doi.org/10.3390/electronics5030040. https://www.osti.gov/servlets/purl/1435630.
@article{osti_1435630,
title = {Cyber-Physical System Security of a Power Grid: State-of-the-Art},
author = {Sun, Chih -Che and Liu, Chen -Ching and Xie, Jing},
abstractNote = {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.},
doi = {10.3390/electronics5030040},
journal = {Electronics},
number = 4,
volume = 5,
place = {United States},
year = {Thu Jul 14 00:00:00 EDT 2016},
month = {Thu Jul 14 00:00:00 EDT 2016}
}
Web of Science
Works referenced in this record:
Model-Based Attack Detection and Mitigation for Automatic Generation Control
journal, March 2014
- Sridhar, Siddharth; Govindarasu, Manimaran
- IEEE Transactions on Smart Grid, Vol. 5, Issue 2
Host-based intrusion detection using dynamic and static behavioral models
journal, January 2003
- Yeung, Dit-Yan; Ding, Yuxin
- Pattern Recognition, Vol. 36, Issue 1
Data-Stream-Based Intrusion Detection System for Advanced Metering Infrastructure in Smart Grid: A Feasibility Study
journal, March 2015
- Faisal, Mustafa Amir; Aung, Zeyar; Williams, John R.
- IEEE Systems Journal, Vol. 9, Issue 1
Electricity Theft Detection in AMI Using Customers’ Consumption Patterns
journal, January 2016
- Jokar, Paria; Arianpoo, Nasim; Leung, Victor C. M.
- IEEE Transactions on Smart Grid, Vol. 7, Issue 1
Distributed Intrusion Detection System in a Multi-Layer Network Architecture of Smart Grids
journal, December 2011
- Zhang, Yichi; Wang, Lingfeng; Sun, Weiqing
- IEEE Transactions on Smart Grid, Vol. 2, Issue 4
Integration of a New Standard: A Network Simulator of IEC 61850 Architectures for Electrical Substations
journal, January 2015
- Clavel, Fanny; Savary, Eric; Angays, Philippe
- IEEE Industry Applications Magazine, Vol. 21, Issue 1
A Real-Time Voltage Instability Identification Algorithm Based on Local Phasor Measurements
journal, August 2008
- Corsi, S.; Taranto, G. N.
- IEEE Transactions on Power Systems, Vol. 23, Issue 3
Integrated Anomaly Detection for Cyber Security of the Substations
journal, July 2014
- Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran
- IEEE Transactions on Smart Grid, Vol. 5, Issue 4
A Lyapunov function based optimal hybrid power system controller for improved transient stability
journal, August 2016
- Yousefian, R.; Kamalasadan, S.
- Electric Power Systems Research, Vol. 137
Anomaly Detection for Cybersecurity of the Substations
journal, December 2011
- Ten, Chee-Wooi; Hong, Junho; Liu, Chen-Ching
- IEEE Transactions on Smart Grid, Vol. 2, Issue 4
Vulnerability Assessment of Cybersecurity for SCADA Systems
journal, November 2008
- Ten, Chee-Wooi; Liu, Chen-Ching; Manimaran, Govindarasu
- IEEE Transactions on Power Systems, Vol. 23, Issue 4
Phase transition in a computer network traffic model
journal, July 1998
- Ohira, Toru; Sawatari, Ryusuke
- Physical Review E, Vol. 58, Issue 1
A Game-Theoretic Analysis of Cyber Switching Attacks and Mitigation in Smart Grid Systems
journal, July 2016
- Farraj, Abdallah; Hammad, Eman; Daoud, Ashraf Al
- IEEE Transactions on Smart Grid, Vol. 7, Issue 4
Is the topology of the Internet network really fit to sustain its function?
journal, March 2008
- Rosato, V.; Issacharoff, L.; Meloni, S.
- Physica A: Statistical Mechanics and its Applications, Vol. 387, Issue 7
Behavior-Rule Based Intrusion Detection Systems for Safety Critical Smart Grid Applications
journal, September 2013
- Mitchell, Robert; Chen, Ing-Ray
- IEEE Transactions on Smart Grid, Vol. 4, Issue 3
The Wide World of Wide-area Measurement
journal, September 2008
- Phadke, A. G.; Volskis, Hector; de Moraes, Rui Menezes
- IEEE Power and Energy Magazine, Vol. 6, Issue 5
Secure Anonymous Key Distribution Scheme for Smart Grid
journal, January 2015
- Tsai, Jia-Lun; Lo, Nai-Wei
- IEEE Transactions on Smart Grid
PMU-Based Wide-Area Security Assessment: Concept, Method, and Implementation
journal, September 2012
- Makarov, Yuri V.; Du, Pengwei; Lu, Shuai
- IEEE Transactions on Smart Grid, Vol. 3, Issue 3
A Cross-Layer Defense Mechanism Against GPS Spoofing Attacks on PMUs in Smart Grids
journal, November 2015
- Fan, Yawen; Zhang, Zhenghao; Trinkle, Matthew
- IEEE Transactions on Smart Grid, Vol. 6, Issue 6
Cybersecurity for Critical Infrastructures: Attack and Defense Modeling
journal, July 2010
- Ten, Chee-Wooi; Manimaran, Govindarasu; Liu, Chen-Ching
- IEEE Transactions on Systems, Man, and Cybernetics - Part A: Systems and Humans, Vol. 40, Issue 4
Interference-Mitigated ZigBee-Based Advanced Metering Infrastructure
journal, April 2016
- Chi, Hao Ran; Tsang, Kim Fung; Chui, Kwok Tai
- IEEE Transactions on Industrial Informatics, Vol. 12, Issue 2
Spoofing GPS Receiver Clock Offset of Phasor Measurement Units
journal, August 2013
- Jiang, Xichen; Zhang, Jiangmeng; Harding, Brian J.
- IEEE Transactions on Power Systems, Vol. 28, Issue 3
A Multi-Sensor Energy Theft Detection Framework for Advanced Metering Infrastructures
journal, July 2013
- McLaughlin, Stephen; Holbert, Brett; Fawaz, Ahmed
- IEEE Journal on Selected Areas in Communications, Vol. 31, Issue 7
Cyber-Physical Security Testbeds: Architecture, Application, and Evaluation for Smart Grid
journal, June 2013
- Hahn, Adam; Ashok, Aditya; Sridhar, Siddharth
- IEEE Transactions on Smart Grid, Vol. 4, Issue 2
Cyber Security and Privacy Issues in Smart Grids
journal, January 2012
- Liu, Jing; Xiao, Yang; Li, Shuhui
- IEEE Communications Surveys & Tutorials, Vol. 14, Issue 4
Cyberthreat Analysis and Detection for Energy Theft in Social Networking of Smart Homes
journal, December 2015
- Liu, Yang; Hu, Shiyan
- IEEE Transactions on Computational Social Systems, Vol. 2, Issue 4
Integrated Anomaly Detection for cyber security of the substations
conference, July 2014
- Hong, Junho; Liu, Chen-Ching; Govindarasu, Manimaran
- 2014 IEEE Power & Energy Society General Meeting, 2014 IEEE PES General Meeting | Conference & Exposition
Works referencing / citing this record:
Development of Smart Grid Testbed with Low-Cost Hardware and Software for Cybersecurity Research and Education
journal, April 2018
- Annor-Asante, Michael; Pranggono, Bernardi
- Wireless Personal Communications, Vol. 101, Issue 3
Cyber Physical System (CPS)-Based Industry 4.0: A Survey
journal, September 2017
- Lu, Yang
- Journal of Industrial Integration and Management, Vol. 02, Issue 03
Sociotechnical Network Analysis for Power Grid Resilience in South Korea
journal, January 2017
- Eisenberg, Daniel A.; Park, Jeryang; Seager, Thomas P.
- Complexity, Vol. 2017
Survey of Smart Grid Concepts and Technological Demonstrations Worldwide Emphasizing on the Oman Perspective
journal, January 2020
- Al-Badi, Abdullah Hamed; Ahshan, Razzaqul; Hosseinzadeh, Nasser
- Applied System Innovation, Vol. 3, Issue 1
Wireless Sensor Network Based Smart Grid Communications: Cyber Attacks, Intrusion Detection System and Topology Control
journal, January 2017
- Chhaya, Lipi; Sharma, Paawan; Bhagwatikar, Govind
- Electronics, Vol. 6, Issue 1
Multi-Port Current Source Inverter for Smart Microgrid Applications: A Cyber Physical Paradigm
journal, December 2018
- Senthilnathan, Karthikrajan; Annapoorani, Iyswarya
- Electronics, Vol. 8, Issue 1
False Data Injection Attack Based on Hyperplane Migration of Support Vector Machine in Transmission Network of the Smart Grid
journal, May 2018
- Wang, Baoyao; Zhu, Peidong; Chen, Yingwen
- Symmetry, Vol. 10, Issue 5