168 citations · 361 across the 23 of their papers we have counts for
4 papers · 1 filter
Cyberattack Detection in Large-Scale Smart Grids using Chebyshev Graph Convolutional Networks
Osman Boyaci, Mohammad Rasoul Narimani, Katherine Davis +1
As a highly complex and integrated cyber-physical system, modern power grids are exposed to cyberattacks. False data injection attacks (FDIAs), specifically, represent a major clas…
Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks
Osman Boyaci, Mohammad Rasoul Narimani, Katherine Davis +3
False data injection attacks (FDIA) are a main category of cyber-attacks threatening the security of power systems. Contrary to the detection of these attacks, less attention has b…
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…
Toward Efficient Wide-Area Identification of Multiple Element Contingencies in Power Systems
Hao Huang, Zeyu Mao, Mohammad Rasoul Narimani +1
Power system N-x contingency analysis has inherent challenges due to its combinatorial characteristic where outages grow exponentially with the increase of x and N. To address thes…