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Dynamic Graph-Based Anomaly Detection in the Electrical Grid
v1v2v3v4 (latest)

Dynamic Graph-Based Anomaly Detection in the Electrical Grid

IEEE Transactions on Power Systems (IEEE Trans. Power Syst.), 2020
30 December 2020
Shimiao Li
Amritanshu Pandey
Bryan Hooi
Christos Faloutsos
L. Pileggi
ArXiv (abs)PDFHTML

Papers citing "Dynamic Graph-Based Anomaly Detection in the Electrical Grid"

10 / 10 papers shown
Cyber-Resilient System Identification for Power Grid through Bayesian Integration
Cyber-Resilient System Identification for Power Grid through Bayesian Integration
Shimiao Li
Guannan Qu
Bryan Hooi
Vyas Sekar
S. Kar
L. Pileggi
93
2
0
15 Oct 2025
Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey
Deep Learning Advancements in Anomaly Detection: A Comprehensive SurveyIEEE Internet of Things Journal (IEEE IoT J.), 2025
Haoqi Huang
Ping Wang
Jianhua Pei
Jiacheng Wang
Shahen Alexanian
Dusit Niyato
AAML
399
51
0
17 Mar 2025
Smart Grid Security: A Verified Deep Reinforcement Learning Framework to
  Counter Cyber-Physical Attacks
Smart Grid Security: A Verified Deep Reinforcement Learning Framework to Counter Cyber-Physical Attacks
S. Maiti
Soumyajit Dey
166
2
0
24 Sep 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey
Ocheme Anthony Ekle
William Eberle
AI4TS
387
49
0
31 May 2024
Anomaly Detection in Power Grids via Context-Agnostic Learning
Anomaly Detection in Power Grids via Context-Agnostic Learning
SangWoo Park
Amritanshu Pandey
63
5
0
11 Apr 2024
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance
  Short-term Forecasting of Pumped-storage Hydroelectricity
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity
Raffael Theiler
Olga Fink
AI4CE
287
4
0
04 Apr 2024
Power Grid Behavioral Patterns and Risks of Generalization in Applied
  Machine Learning
Power Grid Behavioral Patterns and Risks of Generalization in Applied Machine LearningEnergy-Efficient Computing and Networking (e-Energy), 2023
Shimiao Li
Ján Drgoňa
S. Abhyankar
L. Pileggi
AI4CE
330
2
0
21 Apr 2023
Contingency Analyses with Warm Starter using Probabilistic Graphical
  Model
Contingency Analyses with Warm Starter using Probabilistic Graphical ModelElectric power systems research (EPSR), 2023
Shimiao Li
Amritanshu Pandey
L. Pileggi
AI4CE
286
5
0
10 Apr 2023
Graph Learning for Anomaly Analytics: Algorithms, Applications, and
  Challenges
Graph Learning for Anomaly Analytics: Algorithms, Applications, and ChallengesACM Transactions on Intelligent Systems and Technology (ACM TIST), 2022
Jing Ren
Xiwei Xu
Azadeh Noori Hoshyar
Charu C. Aggarwal
208
37
0
11 Dec 2022
Towards Practical Physics-Informed ML Design and Evaluation for Power
  Grid
Towards Practical Physics-Informed ML Design and Evaluation for Power Grid
Shimiao Li
Amritanshu Pandey
L. Pileggi
AI4CE
244
4
0
07 May 2022
1
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