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PMU Placement in Electric Transmission Networks for Reliable State Estimation Against False Data Injection Attacks

Qiang Yang, Le Jiang, Weijie Hao, Bo Zhou, Po Yang, Zhihan Lv
2017 IEEE Internet of Things Journal  
Currently the false data injection (FDI) attack bring direct challenges in synchronized phase measurement unit (PMU) based network state estimation in wide-area measurement system (WAMS), resulting in  ...  The numerical result confirms that the FDI attack can significantly degrade the state estimation and the cyber security can be improved by an appropriate placement of a limited number of additional PMUs  ...  greedy algorithm for optimal PMU placement to defend against data integrity attacks.  ... 
doi:10.1109/jiot.2017.2769134 fatcat:ctvzzxx34vecvivatiq5zirepa

Smart Grid Cyber-Physical Attack and Defense: A Review

Hang Zhang, Bo Liu, Hongyu Wu
2021 IEEE Access  
attacks False Data Injection (FDI) attacks against state estimation, and bad data detection is one of the hottest topics in the smart grid.  ...  This paper primarily focuses on the OT attacks and defense approaches in a smart grid.  ... 
doi:10.1109/access.2021.3058628 fatcat:5p2dbk6dlnbnplungfhv6k55lu

Electric Power Grid Resilience to Cyber Adversaries: State of the Art

Tien Nguyen, Shiyuan Wang, Mohannad Alhazmi, Mostafa Nazemi, Abouzar Estebsari, Payman Dehghanian
2020 IEEE Access  
on the other, calls for holistic defense strategies to safeguard the power grids against cyber adversaries.  ...  In order to improve the resilience of the power grid against adversarial attacks and cyber intrusions, advancements should be sought on detection techniques, protection plans, and mitigation practices  ...  This practice essentially leads to careful selections of PMU placement strategies in the power grid in order to minimize the SE errors. [166] optimizes PMU placement to increase the SE accuracy using  ... 
doi:10.1109/access.2020.2993233 fatcat:bm6pdoj7j5g3xn4pea6egoqm2a

A Taxonomy of Cyber Defence Strategies Against False Data Attacks in Smart Grids

Haftu Tasew Reda, Adnan Anwar, Abdun Naser Mahmood, Zahir Tari
2023 ACM Computing Surveys  
To this end, this article presents a comprehensive review of the recent advances in defence countermeasures of FDI attacks on the Smart Grid.  ...  it a large number of vulnerabilities resulting in breaches of data integrity, confidentiality, and availability.  ...  The optimal placement of PMU, optimal selection of measurement quantities, MTD, all under the protection-based category are the other prominent defence strategies against the false data attacks in Smart  ... 
doi:10.1145/3592797 fatcat:rybetyp3rnhzfjumc2vmkvdqri

Optimal PMU placement in a smart grid: An updated review

Marzieh Sefid, Mohd Rihan
2018 International Journal of Smart Grid and Clean Energy  
Therefore, there is a need for a comprehensive review of recent research on optimal PMU placement.  ...  The present work attempts to provide a critical review of recent literature on optimal PMU placement.  ...  Concerning the defense strategy, an effective PMU-based greedy algorithm was applied, and this algorithm not only defends against data integrity attacks but also ensures system observability with low overhead  ... 
doi:10.12720/sgce.8.1.59-69 fatcat:7k6ziva7prc5leaxe25tgpu3wm

Table of contents

2021 IEEE Transactions on Smart Grid  
Chow 5233 Moving-Target Defense Against Cyber-Physical Attacks in Power Grids via Game Theory . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Machado 5310 An Optimization-Based Approach to Recover the Detected Attacked Grid Variables After False Data Injection Attack . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .  ...  Data Analytics and Big Data Applications to Microgrids and ADNs  ... 
doi:10.1109/tsg.2021.3119763 fatcat:q4lez7najrcr5gv7idprsd52oy

Table of contents

2020 IEEE Transactions on Smart Grid  
Wang 4331 Cyber-Physical Systems Optimal D-FACTS Placement in Moving Target Defense Against False Data Injection Attacks . . . . . . . . . . . . . . B. Liu and H.  ...  Sansò 4415 Analytic Methods for Smart Grid Decentralized Networked Load Frequency Control in Interconnected Power Systems Based on Stochastic Jump System Theory . . . . . . . . . . . . . . . . . . . .  ... 
doi:10.1109/tsg.2020.3014711 fatcat:z6ge7uyrqvc5vo5acss4gkjyvy

A Deviation-based Detection Method against False Data Injection Attacks in Smart Grid

Chao Pei, Yang Xiao, Wei Liang, Xiaojia Han
2021 IEEE Access  
INDEX TERMS State estimation, false data injection attacks, smart grid, cyber security, Kalman filter, cyber physical system.  ...  State estimation plays a vital role to ensure safe and reliable operations in smart grid.  ...  A mixed integer programming model for optimal PMU placement is developed to defend FDIAs in [21] .  ... 
doi:10.1109/access.2021.3051155 fatcat:aklirnzj4vctfkgvswswonatfi

2020 Index IEEE Transactions on Smart Grid Vol. 11

2020 IEEE Transactions on Smart Grid  
., Small-Signal Stability Analysis and Active Damping Control of DC Microgrids Integrated With Distributed Electric Springs; 3737-3747 Hou, K., see Liu, X., TSG Nov. 2020 5431-5441 Hou, Y., see Liang  ...  Y., TSG Sept. 2020 4321-4330 Wang, M., see Li, J., TSG Nov. 2020 4760-4772 Wang, M., see Dong, C., TSG Nov. 2020 5084-5098 Wang, M., see Chang, F., Learning Algorithm for Volt-VAR Control in  ...  ., +, TSG Jan. 2020 95-105 Optimal D-FACTS Placement in Moving Target Defense Against False Data Injection Attacks.  ... 
doi:10.1109/tsg.2020.3044227 fatcat:qp5iogfnrnambc3qzuwvj4aega

Vulnerabilities and Countermeasures – A Survey on the Cyber Security Issues in the Transmission Subsystem of a Smart Grid

Yi Deng, Sandeep Shukla
2012 Journal of Cyber Security and Mobility  
With the increased investment and deployment of embedded computing and communication technologies in the power system – the smart grid vision is shaping up into a reality.  ...  One of the focus area in this survey is the Phasor Measurement Units (PMUs) and Wide Area Measurement System (WAMS) technology – mostly due to our familiarity with the issues for this specific technology  ...  Nuqui and Phadke [38] provided a PMU placement technology, which uses tree search algorithm to optimize the number of PMUs in Depth-of-n incomplete observability occasion.  ... 
doi:10.13052/jcsm2245-1439.1236 fatcat:w5sosez2ajbqrdjj6odp4h6p4a

Survey on synchrophasor data quality and cybersecurity challenges, and evaluation of their interdependencies

Aditya SUNDARARAJAN, Tanwir KHAN, Amir MOGHADASI, Arif I. SARWAT
2018 Journal of Modern Power Systems and Clean Energy  
Synchrophasor devices guarantee situation awareness for real-time monitoring and operational visibility of the smart grid.  ...  With their widespread implementation, significant challenges have emerged, especially in communication, data quality and cybersecurity.  ...  This has been demonstrated by recent attacks on smart grid which is summarized in Table 1 [5] [6] [7] [8] [9] [10] .  ... 
doi:10.1007/s40565-018-0473-6 fatcat:sw5vt7jdvjc3jml7ylpx3kp2ja

Reduction of PMUs via hybrid PMU-RTU communication changeover in the case of cyberattack on vulnerable power transmission lines

Noorollah FARDAD, Soodabeh SOLEYMANI, Faramarz FAGHIHI
2018 Turkish Journal of Electrical Engineering and Computer Sciences  
As smart power grids encounter a variety of unauthorized malicious accesses such as cyberattacks, PMU placement is an important problem.  ...  In this study, a new algorithm was proposed to specify the minimum number of PMUs in the case of cyberattacks on their communication lines and equipment.  ...  In order to neutralize cyberattacks, in the work of [17] , a new algorithm for PMU optimum placement was offered, and the system not only defended against data integrity attacks but also assured the system  ... 
doi:10.3906/elk-1710-27 fatcat:vsd6bzautzblzbu3f5qnubaiia

Smart Grid Security: Threats, Challenges, and Solutions [article]

Anibal Sanjab, Walid Saad, Ismail Guvenc, Arif Sarwat, Saroj Biswas
2016 arXiv   pre-print
Then, the challenges involved in understanding these attacks and devising defense strategies against them are identified.  ...  In this paper, the key threats targeting the smart grid are first exposed while assessing their effects on the operation and stability of the grid.  ...  Therefore, in order to properly align and analyze the measurements, all the collected PMU data are synchronized based on a time reference provided by a global positioning system (GPS) signal.  ... 
arXiv:1606.06992v1 fatcat:xylztjyiencu5ptre67ol3fmkq

Graph theoretical defense mechanisms against false data injection attacks in smart grids

Mohammad Hasan ANSARI, Vahid Tabataba VAKILI, Behnam BAHRAK, Parmiss TAVASSOLI
2018 Journal of Modern Power Systems and Clean Energy  
In this paper we use a graph-theoretical formulation for false data injection attacks in smart grids and propose defense mechanisms to mitigating this type of attacks.  ...  This paper addresses false data injection, which is one of the most significant security challenges in smart grids.  ...  This paper addresses false data injection (FDI) attack, which is the most well-known and critical data integrity vulnerability in smart grids.  ... 
doi:10.1007/s40565-018-0432-2 fatcat:ogoloc4d7rc2feejue2m7fovf4

A Survey of Denial-of-Service Attacks and Solutions in the Smart Grid

A. Huseinovic, S. Mrdovic, K. Bicakci, S. Uludag
2020 IEEE Access  
[130] describe DoS, Integrity and Replay attack scenarios on voltage control in distribution network in the smart grid. For DoS scenario they developed anomaly detection based on offline data.  ...  In [135] authors present distributed attack detector that can based on estimated values detect false data injections that can lead to DoS attacks on smart meters.  ... 
doi:10.1109/access.2020.3026923 fatcat:cpdqhwe2era6hmewqvmmja7dny
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