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

Detection of power grid disturbances and cyber-attacks based on machine learning

(2019) Defu Wang et al.   Journal of Information Security and Applications

A Survey on the Detection Algorithms for False Data Injection Attacks in Smart Grids

(2019) Ahmed S. Musleh et al.   IEEE Transactions on Smart Grid

Detection of False Data Injection Attacks in Smart Grids Based on Graph Signal Processing

(2019) Elisabeth Drayer et al.   IEEE Systems Journal

Distributed Quickest Detection of Cyber-Attacks in Smart Grid

(2018) Mehmet Necip Kurt et al.   IEEE Transactions on Information Forensics and Security

Real-Time Detection of Hybrid and Stealthy Cyber-Attacks in Smart Grid

(2018) Mehmet Necip Kurt et al.   IEEE Transactions on Information Forensics and Security

pandapower - an Open Source Python Tool for Convenient Modeling, Analysis and Optimization of Electric Power Systems

(2018) Leon Thurner et al.   IEEE TRANSACTIONS ON POWER SYSTEMS

Graph Signal Processing: Overview, Challenges, and Applications

(2018) Antonio Ortega et al.   PROCEEDINGS OF THE IEEE

Resilient Distributed DC Optimal Power Flow Against Data Integrity Attack

(2018) Jie Duan et al.   IEEE Transactions on Smart Grid

An Adaptive Markov Strategy for Defending Smart Grid False Data Injection From Malicious Attackers

(2018) Jianye Hao et al.   IEEE Transactions on Smart Grid

Detecting Stealthy False Data Injection Using Machine Learning in Smart Grid

(2017) Mohammad Esmalifalak et al.   IEEE Systems Journal

Defending Against False Data Injection Attacks on Power System State Estimation

(2017) Ruilong Deng et al.   IEEE Transactions on Industrial Informatics

A Review of False Data Injection Attacks Against Modern Power Systems

(2017) Gaoqi Liang et al.   IEEE Transactions on Smart Grid

Real-Time Detection of False Data Injection in Smart Grid Networks: An Adaptive CUSUM Method and Analysis

(2016) Yi Huang et al.   IEEE Systems Journal

Detection of false data injection attacks in smart-grid systems

(2015) Po-Yu Chen et al.   IEEE COMMUNICATIONS MAGAZINE

Deep learning

(2015) Yann LeCun et al.   NATURE

Blind False Data Injection Attack Using PCA Approximation Method in Smart Grid

(2015) Zong-Han Yu et al.   IEEE Transactions on Smart Grid

Detecting False Data Injection Attacks on Power Grid by Sparse Optimization

(2014) Lanchao Liu et al.   IEEE Transactions on Smart Grid

Monitoring and Optimization for Power Grids: A Signal Processing Perspective

(2013) Georgios B. Giannakis et al.   IEEE SIGNAL PROCESSING MAGAZINE

On False Data-Injection Attacks against Power System State Estimation: Modeling and Countermeasures

(2013) Qingyu Yang et al.   IEEE TRANSACTIONS ON PARALLEL AND DISTRIBUTED SYSTEMS

Vulnerability Assessment of AC State Estimation With Respect to False Data Injection Cyber-Attacks

(2012) Gabriela Hug et al.   IEEE Transactions on Smart Grid

False data injection attacks against state estimation in electric power grids

(2011) Yao Liu et al.   ACM Transactions on Information and System Security

Cyber–Physical System Security for the Electric Power Grid

(2011) Siddharth Sridhar et al.   PROCEEDINGS OF THE IEEE

Malicious Data Attacks on the Smart Grid

(2011) Oliver Kosut et al.   IEEE Transactions on Smart Grid