Dynamic Graph-Based Anomaly Detection in the Electrical Grid

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Dynamic Graph-Based Anomaly Detection in the Electrical Grid

30 December 2020

Amritanshu Pandey

Bryan Hooi

Christos Faloutsos

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

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Title
Deep Learning Advancements in Anomaly Detection: A Comprehensive Survey Haoqi Huang Ping Wang Jianhua Pei Jiacheng Wang Shahen Alexanian Dusit Niyato AAML 125 2 0 17 Mar 2025
Smart Grid Security: A Verified Deep Reinforcement Learning Framework to Counter Cyber-Physical Attacks S. Maiti Soumyajit Dey 41 0 0 24 Sep 2024
Anomaly Detection in Dynamic Graphs: A Comprehensive Survey Ocheme Anthony Ekle William Eberle AI4TS 100 11 0 31 May 2024
Anomaly Detection in Power Grids via Context-Agnostic Learning SangWoo Park Amritanshu Pandey 24 1 0 11 Apr 2024
Graph Neural Networks for Electric and Hydraulic Data Fusion to Enhance Short-term Forecasting of Pumped-storage Hydroelectricity Raffael Theiler Olga Fink AI4CE 91 1 0 04 Apr 2024
Power Grid Behavioral Patterns and Risks of Generalization in Applied Machine Learning Shimiao Li Ján Drgoňa S. Abhyankar L. Pileggi AI4CE 60 0 0 21 Apr 2023
Contingency Analyses with Warm Starter using Probabilistic Graphical Model Shimiao Li Amritanshu Pandey L. Pileggi AI4CE 68 2 0 10 Apr 2023
Graph Learning for Anomaly Analytics: Algorithms, Applications, and Challenges Jing Ren Xiwei Xu Azadeh Noori Hoshyar Charu C. Aggarwal 90 27 0 11 Dec 2022
Towards Practical Physics-Informed ML Design and Evaluation for Power Grid Shimiao Li Amritanshu Pandey L. Pileggi AI4CE 54 4 0 07 May 2022