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A Pattern Mining-Based False Data Injection Attack Detector for Industrial Cyber-Physical Systems

open access: yesIEEE Transactions on Industrial Informatics
The implication of cyber-physical systems into industrial processes has introduced some security breaches due to the lack of security mechanisms. This article aims to come up with a novel methodology to detect false data injection attacks on cyber ...
Khalil Guibene   +3 more
semanticscholar   +2 more sources

Online False Data Injection Attack Detection With Wavelet Transform and Deep Neural Networks

IEEE Transactions on Industrial Informatics, 2018
State estimation is critical to the operation and control of modern power systems. However, many cyber-attacks, such as false data injection attacks, can circumvent conventional detection methods and interfere the normal operation of grids.
James Jianqiao Yu, Yunhe HOU
exaly   +2 more sources

False data injection attack in smart grid cyber physical system: Issues, challenges, and future direction

Computers and Electrical Engineering, 2023
Mohammad Kamrul Hasan   +2 more
exaly   +2 more sources

Locational Detection of the False Data Injection Attack in a Smart Grid: A Multilabel Classification Approach

IEEE Internet of Things Journal, 2020
State estimation is critical to the monitoring and control of smart grids. Recently, the false data injection attack (FDIA) is emerging as a severe threat to state estimation. Conventional FDIA detection approaches are limited by their strong statistical
Shuo-Yao Wang, Suzhi Bi, Y. Zhang
semanticscholar   +1 more source

Spatio-Temporal Correlation-Based False Data Injection Attack Detection Using Deep Convolutional Neural Network

IEEE Transactions on Smart Grid, 2022
There are lots of cyber-attack, especially false data injection attacks, in modern power systems. This attack can circumvent traditional residual-based detection methods, and destroy the integrity of control information, thus hindering the stability of ...
Guang-Dou Zhang   +5 more
semanticscholar   +1 more source

Locational False Data Injection Attack Detection in Smart Grid Using Recursive Variational Graph Autoencoder

IEEE Internet of Things Journal
Stealthy false data injection attack (FDIA) that intentionally modifies measurement data of smart grid meters to bypass the traditional bad data detection module is one of menacing cyber attacks in smart grid. Due to requiring no costly labeling abnormal
Yu-Feng Wang   +3 more
semanticscholar   +1 more source

Data-Driven Detection of Stealthy False Data Injection Attack Against Power System State Estimation

IEEE Transactions on Industrial Informatics, 2022
Power system state estimation (PSSE) is the foundation of energy management system applications. Hence, operators impose stringent requirements on PSSE data integrity.
Chunyu Chen   +6 more
semanticscholar   +1 more source

Resilient Consensus of Nonlinear Multiagent Systems Under False Data Injection Attack on Communication Channels: An Attack Detection and Isolation-Based Approach

IEEE Internet of Things Journal
A new resilient consensus control scheme based on the attack detection and isolation idea is proposed for nonlinear multiagent systems (MASs) experiencing false data injection attack (FDI) on communication links between the follower agents.
Mohsen Jahangiri‐heidari   +2 more
semanticscholar   +1 more source

An Inertia-Based Data Recovery Scheme for False Data Injection Attack

IEEE Transactions on Industrial Informatics, 2022
Due to vulnerabilities exposed to cyberattacks in the cyber physical power system, increasing concerns have been paid to its cybersecurity, especially on the so-called false data injection attack.
Jiaqi Ruan   +4 more
semanticscholar   +1 more source

Submodularity-Based False Data Injection Attack Strategy in DC Microgrids

IEEE Transactions on Information Forensics and Security
Despite significantly enhancing system flexibility and reliability, the adoption of distributed secondary control in DC microgrids (DCmGs) introduces new vulnerabilities to false data injection (FDI) attacks.
Qi Liu   +4 more
semanticscholar   +1 more source

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