most citedJoint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks

168 citations · 330 across the 6 of their papers we have counts for

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eess.SP2022★ 6 cited

Infinite Impulse Response Graph Neural Networks for Cyberattack Localization in Smart Grids

Osman Boyaci, M. Rasoul Narimani, Katherine Davis +1

This study employs Infinite Impulse Response (IIR) Graph Neural Networks (GNN) to efficiently model the inherent graph network structure of the smart grid data to address the cyber…

eess.SP2021★ 155 cited

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

Osman Boyaci, Amarachi Umunnakwe, Abhijeet Sahu +4

False data injection attacks (FDIAs) represent a major class of attacks that aim to break the integrity of measurements by injecting false data into the smart metering devices in p…