Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM

Liu, Shengyuan; You, Shutang; Yin, He; Lin, Zhenzhi; Liu, Yilu; Cui, Yi; Yao, Wenxuan; Sundaresh, Lakshmi

doi:10.1016/j.ijepes.2022.108083

Title: Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM

Journal Article · 31 August 2022 · International Journal of Electrical Power and Energy Systems

DOI: https://doi.org/10.1016/j.ijepes.2022.108083 · OSTI ID:1855619

Liu, Shengyuan; You, Shutang; Yin, He; Lin, Zhenzhi; Liu, Yilu; Cui, Yi; Yao, Wenxuan; Sundaresh, Lakshmi

Not Available

View Accepted Manuscript (Publisher)

Cite

Export

Save

Sponsoring Organization:: USDOE

OSTI ID:: 1855619

Journal Information:: International Journal of Electrical Power and Energy Systems, Journal Name: International Journal of Electrical Power and Energy Systems Journal Issue: C Vol. 140; ISSN 0142-0615

Publisher:: ElsevierCopyright Statement

Country of Publication:: United Kingdom

Language:: English

References (19)

Data-Driven Event Identification in the U.S. Power Systems Based on 2D-OLPP and RUSBoosted Trees Liu, Shengyuan; You, Shutang; Lin, Zhenzhi IEEE Transactions on Power Systems, Vol. 37, Issue 1 https://doi.org/10.1109/TPWRS.2021.3092037	journal	January 2022
Statistical Structure Learning to Ensure Data Integrity in Smart Grid Sedghi, Hanie; Jonckheere, Edmond IEEE Transactions on Smart Grid, Vol. 6, Issue 4 https://doi.org/10.1109/TSG.2015.2403329	journal	July 2015
Detecting False Data Injection Attacks in AC State Estimation Chaojun, Gu; Jirutitijaroen, Panida; Motani, Mehul IEEE Transactions on Smart Grid, Vol. 6, Issue 5 https://doi.org/10.1109/TSG.2015.2388545	journal	September 2015
Multi-View Convolutional Neural Network for Data Spoofing Cyber-Attack Detection in Distribution Synchrophasors Qiu, Wei; Tang, Qiu; Wang, Yajun IEEE Transactions on Smart Grid, Vol. 11, Issue 4 https://doi.org/10.1109/TSG.2020.2971148	journal	July 2020
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
Vulnerability Analysis of Smart Grids to GPS Spoofing Risbud, Paresh; Gatsis, Nikolaos; Taha, Ahmad IEEE Transactions on Smart Grid, Vol. 10, Issue 4 https://doi.org/10.1109/TSG.2018.2830118	journal	July 2019
Synchrophasor Data Correction Under GPS Spoofing Attack: A State Estimation-Based Approach Fan, Xiaoyuan; Du, Liang; Duan, Dongliang IEEE Transactions on Smart Grid, Vol. 9, Issue 5 https://doi.org/10.1109/TSG.2017.2662688	journal	September 2018
Robust System Separation Strategy Considering Online Wide-Area Coherency Identification and Uncertainties of Renewable Energy Sources Liu, Shengyuan; Lin, Zhenzhi; Zhao, Yuxuan IEEE Transactions on Power Systems, Vol. 35, Issue 5 https://doi.org/10.1109/TPWRS.2020.2971966	journal	September 2020
Source Location Identification of Distribution-Level Electric Network Frequency Signals at Multiple Geographic Scales Yao, Wenxuan; Zhao, Jiecheng; Till, Micah J. IEEE Access, Vol. 5 https://doi.org/10.1109/ACCESS.2017.2707060	journal	January 2017
Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid Esmalifalak, Mohammad; Liu, Lanchao; Nguyen, Nam IEEE Systems Journal, Vol. 11, Issue 3 https://doi.org/10.1109/JSYST.2014.2341597	journal	September 2017
Spatio-Temporal Characterization of Synchrophasor Data Against Spoofing Attacks in Smart Grids Cui, Yi; Bai, Feifei; Liu, Yilu IEEE Transactions on Smart Grid, Vol. 10, Issue 5 https://doi.org/10.1109/TSG.2019.2891852	journal	September 2019
Phasor measurement units, WAMS, and their applications in protection and control of power systems Phadke, Arun G.; Bi, Tianshu Journal of Modern Power Systems and Clean Energy, Vol. 6, Issue 4 https://doi.org/10.1007/s40565-018-0423-3	journal	July 2018
Detection of Faults and Attacks Including False Data Injection Attack in Smart Grid Using Kalman Filter Manandhar, Kebina; Cao, Xiaojun; Hu, Fei IEEE Transactions on Control of Network Systems, Vol. 1, Issue 4 https://doi.org/10.1109/TCNS.2014.2357531	journal	December 2014
A Measurement Source Authentication Methodology for Power System Cyber Security Enhancement Cui, Yi; Bai, Feifei; Liu, Yong IEEE Transactions on Smart Grid, Vol. 9, Issue 4 https://doi.org/10.1109/TSG.2018.2826444	journal	July 2018
Machine Learning Methods for Attack Detection in the Smart Grid Ozay, Mete; Esnaola, Inaki; Yarman Vural, Fatos Tunay IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, Issue 8 https://doi.org/10.1109/TNNLS.2015.2404803	journal	August 2016
Time Synchronization Attack in Smart Grid: Impact and Analysis Zhang, Zhenghao; Gong, Shuping; Dimitrovski, Aleksandar D. IEEE Transactions on Smart Grid, Vol. 4, Issue 1 https://doi.org/10.1109/TSG.2012.2227342	journal	March 2013
Sensitivity Analysis of Load-Damping Characteristic in Power System Frequency Regulation Huang, Hao; Li, Fangxing IEEE Transactions on Power Systems, Vol. 28, Issue 2 https://doi.org/10.1109/TPWRS.2012.2209901	journal	May 2013
A Fast, Decentralized Covariance Selection-Based Approach to Detect Cyber Attacks in Smart Grids Moslemi, Ramin; Mesbahi, Afshin; Velni, Javad Mohammadpour IEEE Transactions on Smart Grid, Vol. 9, Issue 5 https://doi.org/10.1109/TSG.2017.2675960	journal	September 2018
Model-Free Data Authentication for Cyber Security in Power Systems Liu, Shengyuan; You, Shutang; Yin, He IEEE Transactions on Smart Grid, Vol. 11, Issue 5 https://doi.org/10.1109/TSG.2020.2986704	journal	September 2020

Similar Records

Data source authentication of synchrophasor measurement devices based on 1D-CNN and GRU

Journal Article · 2021 · Electric Power Systems Research · OSTI ID:1833933

Liu, Shengyuan; You, Shutang; Zeng, Chujie; +6 more

Cyber Spoofing Detection for Grid Distributed Synchrophasor Using Dynamic dual-Kernel SVM

Journal Article · 2020 · IEEE Transactions on Smart Grid · OSTI ID:1767849

Qiu, Wei; Tang, Qiu; Zhu, Kunzhi; +3 more

Exploiting Spatial Signatures of Power ENF Signal for Measurement Source Authentication

Conference · 2018 · OSTI ID:1558521

CUI, YI; Liu, Yilu; Fuhr, Peter L.; +1 more

Title: Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM

Citation Formats

References (19)

Similar Records

Related Subjects