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End-Edge-Cloud Collaboration-Based False Data Injection Attack Detection in Distribution Networks

IEEE Transactions on Industrial Informatics
False data injection attack (FDIA) can pose a severe threat to the distribution networks (DN), and the accurate detection of FDIA plays a key role in the safe and reliable operation of the DN.
Houjun Li   +6 more
semanticscholar   +1 more source

KFRNN: An Effective False Data Injection Attack Detection in Smart Grid Based on Kalman Filter and Recurrent Neural Network

IEEE Internet of Things Journal, 2021
The smart grid is now increasingly dependent on smart devices to operate, which leaves space for cyber attacks. Especially, the intentionally designed false data injection attack (FDIA) can successfully bypass the traditional measurement residual-based ...
Yu-Feng Wang   +3 more
semanticscholar   +1 more source

A Sophisticated Slide Mode Controller of Microgrid System Load Frequency Control Under False Data Injection Attack and Actuator Time Delay

IEEE transactions on industry applications
Load frequency control (LFC) is a crucial application in modern power systems as it ensures the system frequency remains within an acceptable range through demand control and active power generation.
Mohamad Issa Ibraheem   +4 more
semanticscholar   +1 more source

False Data-Injection Attack Detection in Cyber–Physical Systems With Unknown Parameters: A Deep Reinforcement Learning Approach

IEEE Transactions on Cybernetics, 2022
This article studies the detection of discontinuous false data-injection (FDI) attacks on cyber–physical systems (CPSs). Considering the unknown stochastic properties of the process noise and measurement noise, deep reinforcement learning is applied to ...
Kecheng Liu   +3 more
semanticscholar   +1 more source

False Data Injection Attack With Minimal Network Information

IEEE Transactions on Smart Grid
State estimation algorithms are essential for assessing the operational states of modern power grids. This study investigates unobservable false data injection attacks using limited topology and parameter information of the grid.
Debottam Mukherjee
semanticscholar   +1 more source

False Data Injection Attack and Defense Method on Load Frequency Control

IEEE Internet of Things Journal, 2021
The load frequency control (LFC) system is an essential component of the smart grid and is located between cyberspace information and the physical infrastructure.
Yuan-Cheng Li, Rong Huang, Longqiang Ma
semanticscholar   +1 more source

Detection of False Data Injection Attack in Power System Based on Hellinger Distance

IEEE Transactions on Industrial Informatics
The deep integration of sensor, computer, and communication networks has dramatically improved the efficiency and operational performance of the electric grid. However, it also exposes the grid to rising threats of cyber-physical attacks.
Zheng-Wei Qu   +3 more
semanticscholar   +1 more source

Interval Observer-Based Detection and Localization Against False Data Injection Attack in Smart Grids

IEEE Internet of Things Journal, 2021
The cyber security of large-scale smart grid against false data injection attack (FDIA) is concerned in this article. FDIA can modify the sensor data and make internal states cause bias without being detected by the bad data detection system.
Xiaoyuan Luo   +3 more
semanticscholar   +1 more source

Secure Control Design for Cooperative Adaptive Cruise Control Under False Data Injection Attack

IEEE transactions on intelligent transportation systems (Print)
Cooperative adaptive cruise control (CACC) is one of the many advanced driver assistance systems (ADAS) that leverage communication between nearby vehicles to maintain speed while ensuring safe following distances.
Parisa Ansari-Bonab   +4 more
semanticscholar   +1 more source

A multi-stage game model for the false data injection attack from attacker’s perspective

Sustainable Energy, Grids and Networks, 2021
With the rapid development and widespread application of information and communication technology, power system has gradually become a cyber physical power system (CPPS) in which the cyber space and physical space are deeply coupled.
Na Yi   +4 more
semanticscholar   +1 more source

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