Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids Academic Article

authors

• Serpedin, Erchin

published proceedings

• IEEE SYSTEMS JOURNAL

altmetric score

• 0.75

author list (cited authors)

• Boyaci, O., Umunnakwe, A., Sahu, A., Narimani, M. R., Ismail, M., Davis, K. R., & Serpedin, E.

citation count

• 5

complete list of authors

• Boyaci, Osman||Umunnakwe, Amarachi||Sahu, Abhijeet||Narimani, Mohammad Rasoul||Ismail, Muhammad||Davis, Katherine R||Serpedin, Erchin

publication date

• June 2022

publisher

• Institute of Electrical and Electronics Engineers (IEEE)  Publisher

keywords

• Covariance Matrices
• Data Models
• Detectors
• False Data Injection Attacks (fdias)
• Graph Neural Networks (gnns)
• Machine Learning (ml)
• Power Measurement
• Power System Security
• Power Systems
• Smart Grid
• Smart Grids
• Topology

Digital Object Identifier (DOI)

• 10.1109/JSYST.2021.3109082

start page

• 2946

end page

• 2957

volume

• 16

issue

• 2

URL

• http://dx.doi.org/10.1109/jsyst.2021.3109082