Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach

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Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach

10 January 2025

Muhammad Akbar Husnoo

Md Enamul Haque

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Papers citing "Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach"

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Title
FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack DiscriminationEnergy and AI (EA), 2023 Muhammad Akbar Husnoo A. Anwar H. Reda N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss FedML 166 33 0 07 Apr 2023
FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack DiscriminationConference on Computer Communications Workshops (INFOCOM), 2023 Muhammad Akbar Husnoo A. Anwar H. Reda N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss 139 10 0 28 Mar 2023
A Secure Federated Learning Framework for Residential Short Term Load ForecastingIEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2022 Muhammad Akbar Husnoo A. Anwar N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss 198 46 0 29 Sep 2022
Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning ApproachIEEE Transactions on Smart Grid (IEEE Trans. Smart Grid), 2022 Yang Li Xinhao Wei Yuan Li Zhaoyang Dong M. Shahidehpour 134 254 0 02 Sep 2022
FedREP: Towards Horizontal Federated Load Forecasting for Retail Energy ProvidersIEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC), 2022 Muhammad Akbar Husnoo A. Anwar N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss 249 36 0 01 Mar 2022
Federated Learning with Hyperparameter-based Clustering for Electrical Load ForecastingInternet of Things (IoT), 2021 Nastaran Gholizadeh Petr Musílek FedML 186 88 0 14 Nov 2021
Federated Learning for Short-term Residential Load ForecastingIEEE Open Access Journal of Power and Energy (JOAPE), 2021 Christopher Briggs Zhong Fan Péter András 132 61 0 27 May 2021