[HTML][HTML] A review on machine learning techniques for secured cyber-physical systems in smart grid networks

MK Hasan, RA Abdulkadir, S Islam, TR Gadekallu… - Energy Reports, 2024 - Elsevier
The smart grid (SG) is an advanced cyber-physical system (CPS) that integrates power grid
infrastructure with information and communication technologies (ICT). This integration …

Securing the grid: A comprehensive analysis of cybersecurity challenges in PMU-based cyber-physical power networks

B Jimada-Ojuolape, J Teh, CM Lai - Electric Power Systems Research, 2024 - Elsevier
The threat of cyber-attacks poses a considerable risk to Phasor Measurement Unit (PMU)
applications within Cyber-Physical Power Networks (CPPNs), leaving them susceptible to …

Detection of false data injection attacks in smart grids based on expectation maximization

P Hu, W Gao, Y Li, M Wu, F Hua, L Qiao - Sensors, 2023 - mdpi.com
The secure operation of smart grids is closely linked to state estimates that accurately reflect
the physical characteristics of the grid. However, well-designed false data injection attacks …

Securing smart grid data with blockchain and wireless sensor networks: A collaborative approach

S Almasabi, A Shaf, T Ali, M Zafar, M Irfan… - IEEE …, 2024 - ieeexplore.ieee.org
The rapid advancement of grid modernization and the proliferation of smart grids have
engendered a critical need for cyber-physical security. Recent cyber-attacks targeting grid …

Online Neural-Detection of False Data Injection Attacks on Financial Time Series

AY Alanis, OD Sanchez, A Ibarra… - 2023 IEEE …, 2023 - ieeexplore.ieee.org
False data injection detection is a topic of interest because systems are prone to
cyberattacks which can manipulate the state estimation process by injecting malicious data …

BCLM: a novel chaotic map for designing cryptography-based security mechanism for IEEE C37. 118.2 PMU communication in smart grid

R Soni, MK Thukral, N Kanwar - International Journal of Emerging …, 2023 - degruyter.com
Today, creating a smart grid that is resistant to cyberattacks is a subject of utmost
significance. One of the components of the smart grid that is most susceptible to a cyber …

Power System Transient Stability Prediction in the Face of Cyber Attacks: Employing LSTM-AE to Combat Falsified PMU Data

B Jafari, MA Yazici - European Dependable Computing Conference, 2024 - Springer
Phasor measurement units (PMUs) are essential instruments in delivering real-time data
crucial for monitoring the dynamics of power systems. They are widely used in transient …

[PDF][PDF] Securing Smart Grid Data With Blockchain and Wireless Sensor Networks: A Collaborative Approach

M IRFAN, T ALSUWIAN - 2024 - dl.safirdep.com
The rapid advancement of grid modernization and the proliferation of smart grids have
engendered a critical need for cyber-physical security. Recent cyber-attacks targeting grid …

Information and Communications Research Group, Informatics Institute, Istanbul Technical University, Istanbul, Turkey {jafari16, yazicima}@ itu. edu. tr

B Jafari, MA Yazici - … in BLOCKCHAIN, Leuven, Belgium, April 8 …, 2024 - books.google.com
Phasor measurement units (PMUs) are essential instruments in delivering real-time data
crucial for monitoring the dynamics of power systems. They are widely used in transient …

Mitigation of Cyber-Threat on Dynamic State Estimation

S Almasabi - 2023 4th International Conference on Clean and …, 2023 - ieeexplore.ieee.org
Dynamic state estimation plays a significant role in raising the situational awareness of
cyber-physical energy systems. Determining the dynamic states of the system is dependent …