Signal Processing · Electrical Eng. & Systems
Graph Neural Networks Based Detection of Stealth False Data Injection Attacks in Smart Grids
Osman Boyaci, Amarachi Umunnakwe, Abhijeet Sahu, Mohammad Rasoul Narimani +3
2021-12-28
Systems and Control · Electrical Eng. & Systems
A Survey of Machine Learning Methods for Detecting False Data Injection Attacks in Power Systems
Ali Sayghe, Yaodan Hu, Ioannis Zografopoulos, XiaoRui Liu +3
2020-08-18
Signal Processing · Electrical Eng. & Systems
Detecting False Data Injection Attacks in Smart Grids with Modeling Errors: A Deep Transfer Learning Based Approach
Bowen Xu, Fanghong Guo, Changyun Wen, Ruilong Deng +1
2021-09-09
Systems and Control · Electrical Eng. & Systems
Targeted False Data Injection Attacks Against AC State Estimation Without Network Parameters
Mingqiu Du, Georgia Pierrou, Xiaozhe Wang, Marthe Kassouf
2021-08-27
Cryptography and Security · Computer Science
Detection of False Data Injection Attacks (FDIA) on Power Dynamical Systems With a State Prediction Method
Abhijeet Sahu, Truc Nguyen, Kejun Chen, Xiangyu Zhang +1
2024-09-10
Machine Learning · Computer Science
Joint Detection and Localization of Stealth False Data Injection Attacks in Smart Grids using Graph Neural Networks
Osman Boyaci, Mohammad Rasoul Narimani, Katherine Davis, Muhammad Ismail +2
2021-12-28
Systems and Control · Electrical Eng. & Systems
False Data Injection Attack on Electric Vehicle-Assisted Voltage Regulation
Yuan Liu, Omid Ardakanian, Ioanis Nikolaidis, Hao Liang
2022-03-11
Cryptography and Security · Computer Science
Modeling and performance evaluation of stealthy false data injection attacks on smart grid in the presence of corrupted measurements
Adnan Anwar, Abdun Naser Mahmood, Mark Pickering
2016-05-23
Cryptography and Security · Computer Science
Modeling and Detecting False Data Injection Attacks against Railway Traction Power Systems
Subhash Lakshminarayana, Teo Zhan Teng, Rui Tan, David K. Y. Yau
2017-09-25
Cryptography and Security · Computer Science
Designing constraint-based false data injection attacks against the unbalanced distribution smart grids
Nam N. Tran, Hemanshu R. Pota, Quang N. Tran, Jiankun Hu
2021-02-02
Systems and Control · Electrical Eng. & Systems
Topology Learning Aided False Data Injection Attack without Prior Topology Information
Martin Higgins, Jiawei Zhang, Ning Zhang, Fei Teng
2021-02-25
Systems and Control · Electrical Eng. & Systems
Detection of False Data Injection Attacks Using the Autoencoder Approach
Chenguang Wang, Simon Tindemans, Kaikai Pan, Peter Palensky
2022-12-16
Optimization and Control · Mathematics
Switching and Data Injection Attacks on Stochastic Cyber-Physical Systems: Modeling, Resilient Estimation and Attack Mitigation
Sze Zheng Yong, Minghui Zhu, Emilio Frazzoli
2017-07-25
Systems and Control · Computer Science
Can Attackers with Limited Information Exploit Historical Data to Mount Successful False Data Injection Attacks on Power Systems?
Jiazi Zhang, Zhigang Chu, Lalitha Sankar, Oliver Kosut
2018-05-03
Cryptography and Security · Computer Science
Data Attacks on Power System State Estimation: Limited Adversarial Knowledge vs. Limited Attack Resources
Kaikai Pan, André Teixeira, Milos Cvetkovic, Peter Palensky
2017-08-29
Machine Learning · Computer Science
Cycle-Space Informed Detection of Autoencoded Blind False Data Injection Attacks on Power Systems
Xin Li, Chenhan Xiao, Jonathan Cohen, Aviad Elyashar +2
2026-05-29