XTM: A novel transformer and LSTM-based model for detection and localization of formally verified fdi attack in smart grid
The modern smart grid (SG) is mainly a cyber-physical system (CPS), combining the
traditional power system infrastructure with information technologies. SG is frequently …
traditional power system infrastructure with information technologies. SG is frequently …
Increasing Detection Rate of False Data Injection Attacks Using Measurement Predictors
D Senarathna, S Tragoudas… - 2023 IEEE 11th …, 2023 - ieeexplore.ieee.org
A novel machine learning-based approach for the detection of False Data Injection Attacks
(FDIAs) is presented. Existing machine learning-based FDIA detection methods exhibit a …
(FDIAs) is presented. Existing machine learning-based FDIA detection methods exhibit a …
Detection of False Data Injection Attacks in Power Systems Using Deep Autoencoder with Attention Mechanism
IMA Santos, GRS Lira, PB Vilar - 2024 Workshop on …, 2024 - ieeexplore.ieee.org
The evolution of electrical power systems into smart grids has increased their efficiency but
has also introduced new vulnerabilities, particularly in the form of cyber-attacks. One such …
has also introduced new vulnerabilities, particularly in the form of cyber-attacks. One such …