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

Authors:
; ; ; ; ; ; ;
Publication Date:
Sponsoring Org.:
USDOE
OSTI Identifier:
1855619
Resource Type:
Publisher's Accepted Manuscript
Journal Name:
International Journal of Electrical Power and Energy Systems
Additional Journal Information:
Journal Name: International Journal of Electrical Power and Energy Systems Journal Volume: 140 Journal Issue: C; Journal ID: ISSN 0142-0615
Publisher:
Elsevier
Country of Publication:
United Kingdom
Language:
English

Citation Formats

Liu, Shengyuan, You, Shutang, Yin, He, Lin, Zhenzhi, Liu, Yilu, Cui, Yi, Yao, Wenxuan, and Sundaresh, Lakshmi. Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM. United Kingdom: N. p., 2022. Web. doi:10.1016/j.ijepes.2022.108083.
Liu, Shengyuan, You, Shutang, Yin, He, Lin, Zhenzhi, Liu, Yilu, Cui, Yi, Yao, Wenxuan, & Sundaresh, Lakshmi. Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM. United Kingdom. https://doi.org/10.1016/j.ijepes.2022.108083
Liu, Shengyuan, You, Shutang, Yin, He, Lin, Zhenzhi, Liu, Yilu, Cui, Yi, Yao, Wenxuan, and Sundaresh, Lakshmi. Thu . "Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM". United Kingdom. https://doi.org/10.1016/j.ijepes.2022.108083.
@article{osti_1855619,
title = {Data source authentication for wide-area synchrophasor measurements based on spatial signature extraction and quadratic kernel SVM},
author = {Liu, Shengyuan and You, Shutang and Yin, He and Lin, Zhenzhi and Liu, Yilu and Cui, Yi and Yao, Wenxuan and Sundaresh, Lakshmi},
abstractNote = {},
doi = {10.1016/j.ijepes.2022.108083},
journal = {International Journal of Electrical Power and Energy Systems},
number = C,
volume = 140,
place = {United Kingdom},
year = {2022},
month = {9}
}

Works referenced in this record:

Detection of Faults and Attacks Including False Data Injection Attack in Smart Grid Using Kalman Filter
journal, December 2014

  • Manandhar, Kebina; Cao, Xiaojun; Hu, Fei
  • IEEE Transactions on Control of Network Systems, Vol. 1, Issue 4
  • DOI: 10.1109/TCNS.2014.2357531

A Fast, Decentralized Covariance Selection-Based Approach to Detect Cyber Attacks in Smart Grids
journal, September 2018

  • Moslemi, Ramin; Mesbahi, Afshin; Velni, Javad Mohammadpour
  • IEEE Transactions on Smart Grid, Vol. 9, Issue 5
  • DOI: 10.1109/TSG.2017.2675960

Detecting False Data Injection Attacks in AC State Estimation
journal, September 2015

  • Chaojun, Gu; Jirutitijaroen, Panida; Motani, Mehul
  • IEEE Transactions on Smart Grid, Vol. 6, Issue 5
  • DOI: 10.1109/TSG.2015.2388545

Source Location Identification of Distribution-Level Electric Network Frequency Signals at Multiple Geographic Scales
journal, January 2017


Phasor measurement units, WAMS, and their applications in protection and control of power systems
journal, July 2018

  • Phadke, Arun G.; Bi, Tianshu
  • Journal of Modern Power Systems and Clean Energy, Vol. 6, Issue 4
  • DOI: 10.1007/s40565-018-0423-3

Statistical Structure Learning to Ensure Data Integrity in Smart Grid
journal, July 2015


Time Synchronization Attack in Smart Grid: Impact and Analysis
journal, March 2013

  • Zhang, Zhenghao; Gong, Shuping; Dimitrovski, Aleksandar D.
  • IEEE Transactions on Smart Grid, Vol. 4, Issue 1
  • DOI: 10.1109/TSG.2012.2227342

Multi-View Convolutional Neural Network for Data Spoofing Cyber-Attack Detection in Distribution Synchrophasors
journal, July 2020


Data-Driven Event Identification in the U.S. Power Systems Based on 2D-OLPP and RUSBoosted Trees
journal, January 2022


A Measurement Source Authentication Methodology for Power System Cyber Security Enhancement
journal, July 2018


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
  • DOI: 10.1109/TSG.2014.2346088

Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid
journal, September 2017


Vulnerability Analysis of Smart Grids to GPS Spoofing
journal, July 2019

  • Risbud, Paresh; Gatsis, Nikolaos; Taha, Ahmad
  • IEEE Transactions on Smart Grid, Vol. 10, Issue 4
  • DOI: 10.1109/TSG.2018.2830118

Robust System Separation Strategy Considering Online Wide-Area Coherency Identification and Uncertainties of Renewable Energy Sources
journal, September 2020


Model-Free Data Authentication for Cyber Security in Power Systems
journal, September 2020


Machine Learning Methods for Attack Detection in the Smart Grid
journal, August 2016

  • Ozay, Mete; Esnaola, Inaki; Yarman Vural, Fatos Tunay
  • IEEE Transactions on Neural Networks and Learning Systems, Vol. 27, Issue 8
  • DOI: 10.1109/TNNLS.2015.2404803

Synchrophasor Data Correction Under GPS Spoofing Attack: A State Estimation-Based Approach
journal, September 2018

  • Fan, Xiaoyuan; Du, Liang; Duan, Dongliang
  • IEEE Transactions on Smart Grid, Vol. 9, Issue 5
  • DOI: 10.1109/TSG.2017.2662688

Sensitivity Analysis of Load-Damping Characteristic in Power System Frequency Regulation
journal, May 2013


Spatio-Temporal Characterization of Synchrophasor Data Against Spoofing Attacks in Smart Grids
journal, September 2019