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False Data Injection on State Estimation in Power Systems—Attacks, Impacts, and Defense: A Survey
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-1-4615-4999-4openalex-snapshot
State Estimation in Electric Power Systems
inferredcites →https://doi.org/10.1016/0142-0615(90)90003-topenalex-snapshot
Power system state estimation: a survey
inferredcites →https://doi.org/10.1016/j.automatica.2012.02.025openalex-snapshot
Distributed estimation via iterative projections with application to power network monitoring
inferredcites →https://doi.org/10.1016/j.comnet.2012.12.017openalex-snapshot
Cyber security in the Smart Grid: Survey and challenges
inferredcites →https://doi.org/10.1109/5.824004openalex-snapshot
Electric power system state estimation
inferredcites →https://doi.org/10.1109/appeec.2013.6837157openalex-snapshot
A survey on bad data injection attack in smart grid
inferredcites →https://doi.org/10.1109/cdc.2010.5717318openalex-snapshot
Cyber security analysis of state estimators in electric power systems
inferredcites →https://doi.org/10.1109/cdc.2011.6160456openalex-snapshot
Electric power network security analysis via minimum cut relaxation
inferredcites →https://doi.org/10.1109/ciss.2010.5464816openalex-snapshot
Limiting false data attacks on power system state estimation
inferredcites →https://doi.org/10.1109/ciss.2011.5766111openalex-snapshot
Defending false data injection attack on smart grid network using adaptive CUSUM test
inferredcites →https://doi.org/10.1109/energytech.2013.6645332openalex-snapshot
On time desynchronization attack against IEEE 1588 protocol in power grid systems
inferredcites →https://doi.org/10.1109/glocom.2013.6831165openalex-snapshot
Mitigating False-data Injection Attacks on DC State Estimation using Covert Topological Information
inferredcites →https://doi.org/10.1109/glocom.2013.6831166openalex-snapshot
False-data injection attack to control real-time price in electricity market
inferredcites →https://doi.org/10.1109/glocomw.2011.6162362openalex-snapshot
Defending mechanisms against false-data injection attacks in the power system state estimation
inferredcites →https://doi.org/10.1109/hicss.2012.313openalex-snapshot
Impacts of Malicious Data on Real-Time Price of Electricity Market Operations
inferredcites →https://doi.org/10.1109/i2mtc.2016.7520408openalex-snapshot
Cyber-attack on packet-based time synchronization protocols: The undetectable Delay Box
inferredcites →https://doi.org/10.1109/icassp.2011.5947717openalex-snapshot
Malicious data attack on real-time electricity market
inferredcites →https://doi.org/10.1109/iccps.2012.26openalex-snapshot
On False Data Injection Attacks against Distributed Energy Routing in Smart Grid
inferredcites →https://doi.org/10.1109/infcom.2013.6567175openalex-snapshot
A novel method to detect bad data injection attack in smart grid
inferredcites →https://doi.org/10.1109/isgteurope.2012.6465712openalex-snapshot
Bad data detection in two-stage state estimation using phasor measurements
inferredcites →https://doi.org/10.1109/jproc.2011.2161428openalex-snapshot
Cyber–Physical Security of a Smart Grid Infrastructure
inferredcites →https://doi.org/10.1109/jsac.2012.120709openalex-snapshot
Network-Aware Mitigation of Data Integrity Attacks on Power System State Estimation
inferredcites →https://doi.org/10.1109/jsac.2013.130713openalex-snapshot
Sparse Attack Construction and State Estimation in the Smart Grid: Centralized and Distributed Models
inferredcites →https://doi.org/10.1109/jsac.2014.2332051openalex-snapshot
Using Covert Topological Information for Defense Against Malicious Attacks on DC State Estimation
inferredcites →https://doi.org/10.1109/mcom.2013.6400435openalex-snapshot
Bad data injection in smart grid: attack and defense mechanisms
inferredcites →https://doi.org/10.1109/msp.2012.2185911openalex-snapshot
Coordinated Data-Injection Attack and Detection in the Smart Grid: A Detailed Look at Enriching Detection Solutions
inferredcites →https://doi.org/10.1109/pesgm.2012.6345685openalex-snapshot
On the nonlinearity effects on malicious data attack on power system
inferredcites →https://doi.org/10.1109/pscc.2014.7038496openalex-snapshot
Effective measurement design for cyber security
inferredcites →https://doi.org/10.1109/ptc.2013.6652124openalex-snapshot
Identifying vulnerabilities of state estimators against cyber-attacks
inferredcites →https://doi.org/10.1109/smartgrid.2010.5622045openalex-snapshot
Malicious Data Attacks on Smart Grid State Estimation: Attack Strategies and Countermeasures
inferredcites →https://doi.org/10.1109/smartgrid.2010.5622046openalex-snapshot
Stealth Attacks and Protection Schemes for State Estimators in Power Systems
inferredcites →https://doi.org/10.1109/smartgrid.2010.5622048openalex-snapshot
False Data Injection Attacks in Electricity Markets
inferredcites →https://doi.org/10.1109/smartgridcomm.2011.6102314openalex-snapshot
Network-layer protection schemes against stealth attacks on state estimators in power systems
inferredcites →https://doi.org/10.1109/smartgridcomm.2011.6102319openalex-snapshot
Distributed joint cyber attack detection and state recovery in smart grids
inferredcites →https://doi.org/10.1109/smartgridcomm.2011.6102324openalex-snapshot
Smart grid data integrity attacks: characterizations and countermeasuresπ
inferredcites →https://doi.org/10.1109/smartgridcomm.2011.6102326openalex-snapshot
Stealth false data injection using independent component analysis in smart grid
inferredcites →https://doi.org/10.1109/smartgridcomm.2011.6102368openalex-snapshot
A distributed method for state estimation and false data detection in power networks
inferredcites →https://doi.org/10.1109/smartgridcomm.2012.6486001openalex-snapshot
Distributed models for sparse attack construction and state vector estimation in the smart grid
inferredcites →https://doi.org/10.1109/smartgridcomm.2014.7007750openalex-snapshot
Cyber security analysis of power networks by hypergraph cut algorithms
inferredcites →https://doi.org/10.1109/surv.2011.101911.00087openalex-snapshot
Smart Grid — The New and Improved Power Grid: A Survey
inferredcites →https://doi.org/10.1109/surv.2011.122111.00145openalex-snapshot
Cyber Security and Privacy Issues in Smart Grids
inferredcites →https://doi.org/10.1109/surv.2012.010912.00035openalex-snapshot
A Survey on Cyber Security for Smart Grid Communications
inferredcites →https://doi.org/10.1109/tcst.2015.2462741openalex-snapshot
Optimal DoS Attack Scheduling in Wireless Networked Control System
inferredcites →https://doi.org/10.1109/tii.2011.2166794openalex-snapshot
Smart Grid Technologies: Communication Technologies and Standards
inferredcites →https://doi.org/10.1109/tii.2015.2414719openalex-snapshot
A Survey on Demand Response in Smart Grids: Mathematical Models and Approaches
inferredcites →https://doi.org/10.1109/tii.2015.2470218openalex-snapshot
Defending Against False Data Injection Attacks on Power System State Estimation
inferredcites →https://doi.org/10.1109/tpds.2012.58openalex-snapshot
Quantitative Analysis of Load Redistribution Attacks in Power Systems
inferredcites →https://doi.org/10.1109/tpds.2013.92openalex-snapshot
On False Data-Injection Attacks against Power System State Estimation: Modeling and Countermeasures
inferredcites →https://doi.org/10.1109/tpwrs.2003.810698openalex-snapshot
Experience with PJM market operation, system design, and implementation
inferredcites →https://doi.org/10.1109/tpwrs.2006.882457openalex-snapshot
Ex Post Pricing in the Co-Optimized Energy and Reserve Market
inferredcites →https://doi.org/10.1109/tpwrs.2009.2037518openalex-snapshot
Improving an Unjustified Common Practice in Ex Post LMP Calculation
inferredcites →https://doi.org/10.1109/tpwrs.2012.2219629openalex-snapshot
Distributed Robust Power System State Estimation
inferredcites →https://doi.org/10.1109/tpwrs.2013.2240706openalex-snapshot
Spoofing GPS Receiver Clock Offset of Phasor Measurement Units
inferredcites →https://doi.org/10.1109/tpwrs.2014.2320230openalex-snapshot
A Probabilistic Risk Mitigation Model for Cyber-Attacks to PMU Networks
inferredcites →https://doi.org/10.1109/tsg.2011.2119336openalex-snapshot
Strategic Protection Against Data Injection Attacks on Power Grids
inferredcites →https://doi.org/10.1109/tsg.2011.2123925openalex-snapshot
Modeling Load Redistribution Attacks in Power Systems
inferredcites →https://doi.org/10.1109/tsg.2011.2161892openalex-snapshot
Integrity Data Attacks in Power Market Operations
inferredcites →https://doi.org/10.1109/tsg.2011.2163807openalex-snapshot
Malicious Data Attacks on the Smart Grid
inferredcites →https://doi.org/10.1109/tsg.2012.2195338openalex-snapshot
Vulnerability Assessment of AC State Estimation With Respect to False Data Injection Cyber-Attacks
inferredcites →https://doi.org/10.1109/tsg.2012.2224391openalex-snapshot
Bad Data Injection Attack and Defense in Electricity Market Using Game Theory Study
inferredcites →https://doi.org/10.1109/tsg.2012.2227342openalex-snapshot
Time Synchronization Attack in Smart Grid: Impact and Analysis
inferredcites →https://doi.org/10.1109/tsg.2013.2245155openalex-snapshot
Smart Grid Data Integrity Attacks
inferredcites →https://doi.org/10.1109/tsg.2013.2287494openalex-snapshot
Residential Energy Consumption Scheduling: A Coupled-Constraint Game Approach
inferredcites →https://doi.org/10.1109/tsg.2013.2294966openalex-snapshot
Graphical Methods for Defense Against False-Data Injection Attacks on Power System State Estimation
inferredcites →https://doi.org/10.1109/tsg.2014.2346088openalex-snapshot
A Cross-Layer Defense Mechanism Against GPS Spoofing Attacks on PMUs in Smart Grids
inferredcites →https://doi.org/10.1109/tsg.2015.2456107openalex-snapshot
Bilevel Model for Analyzing Coordinated Cyber-Physical Attacks on Power Systems
inferredcites →https://doi.org/10.1109/tsg.2015.2513772openalex-snapshot
Consensus-Based Energy Management in Smart Grid With Transmission Losses and Directed Communication
inferredcites →https://doi.org/10.1109/tsg.2016.2542925openalex-snapshot
Analyzing Locally Coordinated Cyber-Physical Attacks for Undetectable Line Outages
inferredcites →https://doi.org/10.1109/tsp.2013.6614026openalex-snapshot
Accuracy of differential phase delay estimation for GPS spoofing detection
inferredcites →https://doi.org/10.1109/wcnc.2012.6214211openalex-snapshot
Effect of stealthy bad data injection on network congestion in market based power system
inferredcites →https://doi.org/10.1145/1653662.1653666openalex-snapshot
False data injection attacks against state estimation in electric power grids
inferredcites →https://doi.org/10.1145/1952982.1952995openalex-snapshot
False data injection attacks against state estimation in electric power grids
inferredcites →https://doi.org/10.1155/2012/127072openalex-snapshot
GPS Vulnerability to Spoofing Threats and a Review of Antispoofing Techniques
inferredcites →https://doi.org/10.1504/ijwmc.2015.066756openalex-snapshot
A comprehensive survey of false data injection in smart grid
inferredcites →https://doi.org/10.15781/t26t0hc7qopenalex-snapshot
Assessing the Spoofing Threat: Development of a Portable GPS Civilian Spoofer
inferredcites →https://doi.org/10.3182/20110828-6-it-1002.02210openalex-snapshot
A Cyber Security Study of a SCADA Energy Management System: Stealthy Deception Attacks on the State Estimator
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
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The Effect of a State Estimation False Data Injection Attack on Smart Grids
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Resiliency of forecasting methods in different application areas of smart grids: A review and future prospects
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Machine learning for resilience analysis: a review of systems under cyberattacks
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PIHAN: Physics-informed hybrid attention network for real-time correction of topology-coordinated and time-varying FDIA in power system state estimation
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Coordinated attacks on electric power systems in a cyber-physical environment
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A Real-Time Approach for Detection and Correction of False Data in PMU Measurements
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Distributed dynamic state-input estimation for power networks of Microgrids and active distribution systems with unknown inputs
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Stealthy monitoring-control attacks to disrupt power system operations
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Design of AC state estimation based cyber-physical attack for disrupting electricity market operation under limited sensor information
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Detection of false data injection attacks in cyber–physical systems using graph convolutional network
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Privacy-preserving distributed market mechanism for active distribution networks
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Load redistribution attack for power systems with high penetration of EVs
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A CNN-based approach for anomaly detection in smart grid systems
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Eigenvector centrality-enhanced graph network for attack detection in power distribution systems
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Fuzzy adaptive event-triggered frequency regulation for power system with hybrid energy storage under uncertain cyber-attacks
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Confronting combined cyber-attacks on collaborative DC microgrids using a communication protocols-based distributed unscented Kalman filter
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False data injection threats in active distribution systems: A comprehensive survey
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Power system events classification using genetic algorithm based feature weighting technique for support vector machine
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A comprehensive survey of false data injection attacks modeling and ML/DL-based detection in smart grids
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Intelligent Intrusion Detection Scheme for Smart Power-Grid Using Optimized Ensemble Learning on Selected Features
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A hybrid deep learning model for discrimination of physical disturbance and cyber-attack detection in smart grid
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False data injection in distribution system: Attacker's perspective
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A unified framework for wide area measurement system planning
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Packet-data anomaly detection in PMU-based state estimator using convolutional neural network
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Partial grid false data injection attacks against state estimation
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Generalized attack separation scheme in cyber physical smart grid based on robust interval state estimation
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A tri-level optimization model for power grid defense with the consideration of post-allocated DGs against coordinated cyber-physical attacks
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Spoofing attack on synchrophasor GPS clock: Impact and detection in power system state estimation
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Distributed synchronous detection for false data injection attack in cyber-physical microgrids
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Edge security in smart inverters: Physical invariants based approach
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Distributed detection and mitigation of FDIAs in smart grids via federated learning
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Post-occurrence cybersecurity of Power-to-Gas hydrogen-based energy hubs using real-time optimal adaptive feasibility area estimation
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Trust-based distributed Kalman filtering for target tracking under malicious cyber attacks
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Detection of stealthy false data injection attacks against networked control systems via active data modification
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A novel fault diagnosis method of smart grids based on memory spiking neural P systems considering measurement tampering attacks
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Neural network-based secure event-triggered control of uncertain industrial cyber-physical systems against deception attacks
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False data injection against state estimation in power systems with multiple cooperative attackers
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A survey on attack detection, estimation and control of industrial cyber–physical systems
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Fully distributed secure observation and consensus for multi-agent systems with uncertain communication topology
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Extended state observer-based backstepping control for nonlinear systems under FDI attacks
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A novel trust-based false data detection method for power systems under false data injection attacks
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Distributed secure state estimation of heterogeneous multi-agent system under unknown exogenous attack
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Survey of false data injection in smart power grid: Attacks, countermeasures and challenges
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Prevention and detection of FDIA on power-network protection scheme using multiple support set
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RETRACTED: Prevailing and emerging cyber threats and security practices in IoT-Enabled smart grids: A survey
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Detecting false data attacks using machine learning techniques in smart grid: A survey
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State of the art of cyber-physical systems security: An automatic control perspective
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A maiden application of Jaccard similarity for identification of tripped branch utilizing current synchronized measurement considering false data injection attack
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Detection and reconstruction of measurements against false data injection and DoS attacks in distribution system state estimation: A deep learning approach
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Attack-resilient corrective control of nondeterministic asynchronous sequential machines and its application to a space-borne digital system
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A novel online detection method of data injection attack against dynamic state estimation in smart grid
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Observable placement of phasor measurement units for defense against data integrity attacks in real time power markets
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On the resilience of modern power systems: A comprehensive review from the cyber-physical perspective
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Comprehensive survey and taxonomies of false data injection attacks in smart grids: attack models, targets, and impacts
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Resilience enhancement of active distribution networks under extreme disaster scenarios: A comprehensive overview of fault location strategies
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Detection of false data injection attacks leading to line congestions using Neural networks
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Detection of data-driven blind cyber-attacks on smart grid: A deep learning approach
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A multi-stage game model for the false data injection attack from attacker’s perspective
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A novel strategy for locational detection of false data injection attack
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Application of machine learning in determining and resolving state estimation anomalies in power systems
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False data injection to conceal load-altering attacks via electric vehicles
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Two stage framework for anomaly detection in cyber-physical system: A supervised deep learning approach
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Blockchain-secured machine learning intrusion detection for renewable energy smart grid: Supporting LFC and AVC continuity in fog IoT environments
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Developing graphical detection techniques for maintaining state estimation integrity against false data injection attack in integrated electric cyber-physical system
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Detection of disturbances and cyber-attacks in smart grids using explainable machine learning
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A combined survey on distribution system state estimation and false data injection in cyber‐physical power distribution networks
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Enhanced cyber‐physical security using attack‐resistant cyber nodes and event‐triggered moving target defence
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Detecting smart meter false data attacks using hierarchical feature clustering and incentive weighted anomaly detection
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A survey on detection and localisation of false data injection attacks in smart grids
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Resilience‐based output containment control of heterogeneous MAS against unbounded attacks
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Security state estimation based on signal reconstruction for multi‐vehicle systems under malicious attack
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State vulnerability assessment against false data injection attacks in AC state estimators
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Attack and defence methods in cyber‐physical power system
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An online dispatch approach for distributed integrated multi‐energy system considering non‐ideal communication conditions
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A novel distribution system state estimator based on robust cubature particle filter used for non‐gaussian noise and bad data scenarios
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Designing a robust cyber‐attack detection and identification algorithm for DC microgrids based on Kalman filter with unknown input observer
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A novel detection and defense mechanism against false data injection attack in smart grids
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Increasing the resiliency of power systems in presence of GPS spoofing attacks: A data‐driven deep‐learning algorithm
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Detecting False Data Injection in Smart Grid Overcurrent Relay Settings Using an AE–GAN–SVM Framework
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CyPhyR: a cyber‐physical analysis tool for measuring and enabling resiliency in microgrids
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Semantic analysis framework for protecting the power grid against monitoring‐control attacks
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Greedy pursuit – an efficient approach from compressed sensing to robust state estimation
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Unscented Rauch–Tung–Streibel smoother‐based power system forecasting‐aided state estimator using hybrid measurements
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Prosumer site power interruption attacks: exploiting the reactive power control feature in smart inverters
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Credibility‐based secure distributed load frequency control for power systems under false data injection attacks
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Survey of machine learning methods for detecting false data injection attacks in power systems
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Cyber–Physical–Social Security of High‐DER‐Penetrated Smart Grids: Threats, Countermeasures, and Challenges
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Resource-efficient and secure distributed state estimation over wireless sensor networks: a survey
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A defense strategy for false data injection attacks in multi-agent systems
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A game-theory based model-agnostic identification and vulnerability assessment of critical measurements in a CPPS
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Detection and isolation of false data injection attack via adaptive Kalman filter bank
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Improved control of cyber-physical systems subject to cyber and physical attacks
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A Secured and Authenticated State Estimation Approach to Protect Measurements in Smart Grids
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A Novel Data Analytical Approach for False Data Injection Cyber-Physical Attack Mitigation in Smart Grids
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False Data Injection Attacks on Contingency Analysis: Attack Strategies and Impact Assessment
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Feature Selection–Based Detection of Covert Cyber Deception Assaults in Smart Grid Communications Networks Using Machine Learning
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A Novel Data Integrity Attack Detection Algorithm Based on Improved Grey Relational Analysis
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Multilevel Programming-Based Coordinated Cyber Physical Attacks and Countermeasures in Smart Grid
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Application of Big Data and Machine Learning in Smart Grid, and Associated Security Concerns: A Review
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Modelling Cyber Attacks on Electricity Market Using Mathematical Programming With Equilibrium Constraints
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OLTC-Induced False Data Injection Attack on Volt/VAR Optimization in Distribution Systems
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Trade-Offs in Meter Deployment for Distribution Network State Estimation Considering Measurement Uncertainty
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Secure Internet of Things (IoT)-Based Smart-World Critical Infrastructures: Survey, Case Study and Research Opportunities
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Cognitive Dynamic System for Control and Cyber-Attack Detection in Smart Grid
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Cognitive Risk Control for Mitigating Cyber-Attack in Smart Grid
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Modeling an Attack-Mitigation Dynamic Game-Theoretic Scheme for Security Vulnerability Analysis in a Cyber-Physical Power System
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Analysis of the Impact of Combined Information-Physical-Failure on Distribution Network CPS
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A Review of Machine Learning Approaches to Power System Security and Stability
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A Survey of Denial-of-Service Attacks and Solutions in the Smart Grid
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Intrusion Detection Against MMS-Based Measurement Attacks at Digital Substations
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A Deviation-Based Detection Method Against False Data Injection Attacks in Smart Grid
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Cyber Attack Detection Based on Wavelet Singular Entropy in AC Smart Islands: False Data Injection Attack
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Leader-Following Consensus of Multiple Euler-Lagrange Systems Under Deception Attacks
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Cyber-Attack Detection and Countermeasure for Distributed Electric Springs for Smart Grid Applications
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Divergence-Based Transferability Analysis for Self-Adaptive Smart Grid Intrusion Detection With Transfer Learning
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A Data-Driven Scheme Based on Sparse Projection Oblique Randomer Forests for Real-Time Dynamic Security Assessment
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