Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach

2 September 2022

Yang Li

Papers citing "Detection of False Data Injection Attacks in Smart Grid: A Secure Federated Deep Learning Approach"

21 / 21 papers shown

Title
Residual-Evasive Attacks on ADMM in Distributed Optimization Sabrina Bruckmeier Huadong Mo James Qin AAML 35 0 0 22 Apr 2025
Decentralized Federated Anomaly Detection in Smart Grids: A P2P Gossip Approach Muhammad Akbar Husnoo Adnan Anwar Md Enamul Haque A. N. Mahmood 70 1 0 10 Jan 2025
Federated Learning Forecasting for Strengthening Grid Reliability and Enabling Markets for Resilience Lucas Pereira V. J. Nair Bruno Dias Hugo Morais Anuradha Annaswamy 18 0 0 16 Jul 2024
Advanced Intelligent Optimization Algorithms for Multi-Objective Optimal Power Flow in Future Power Systems: A Review Yuyan Li 39 1 0 14 Apr 2024
FedNMUT -- Federated Noisy Model Update Tracking Convergence Analysis Vishnu Pandi Chellapandi Antesh Upadhyay Abolfazl Hashemi Stanislaw H. .Zak FedML 35 2 0 20 Mar 2024
usfAD Based Effective Unknown Attack Detection Focused IDS Framework Md. Ashraf Uddin Sunil Aryal Mohamed Reda Bouadjenek Muna Al-Hawawreh Md. Alamin Talukder AAML 39 6 0 17 Mar 2024
LESSON: Multi-Label Adversarial False Data Injection Attack for Deep Learning Locational Detection Jiwei Tian Chao Shen Buhong Wang Xiaofang Xia Meng Zhang Chenhao Lin Qian Li 43 36 0 29 Jan 2024
Localization of Dummy Data Injection Attacks in Power Systems Considering Incomplete Topological Information: A Spatio-Temporal Graph Wavelet Convolutional Neural Network Approach Zhaoyang Qu Yunchang Dong Yang Li Siqi Song Tao Jiang ... Qiming Wang Lei Wang Xiaoyong Bo Jiye Zang Qi Xu 40 30 0 27 Jan 2024
The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey Nima Abdi A. Albaseer M. Abdallah AI4CE 46 20 0 11 Jan 2024
Mitigating Data Injection Attacks on Federated Learning O. Shalom Amir Leshem W. U. Bajwa 32 2 0 04 Dec 2023
False Data Injection Attacks in Smart Grids: State of the Art and Way Forward Muhammad Irfan Alireza Sadighian Adeen Tanveer Shaikha J. Al‐Naimi Gabriele Oligeri 34 8 0 20 Aug 2023
Federated Learning Based Distributed Localization of False Data Injection Attacks on Smart Grids Cihat Keçeci K. Davis E. Serpedin 17 0 0 17 Jun 2023
The State of the Art in transformer fault diagnosis with artificial intelligence and Dissolved Gas Analysis: A Review of the Literature Yuyan Li AI4CE 34 5 0 24 Apr 2023
FedDiSC: A Computation-efficient Federated Learning Framework for Power Systems Disturbance and Cyber Attack Discrimination Muhammad Akbar Husnoo A. Anwar H. Reda N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss FedML 32 18 0 07 Apr 2023
Multi-Microgrid Collaborative Optimization Scheduling Using an Improved Multi-Agent Soft Actor-Critic Algorithm Jiankai Gao Yang Li Bin Wang Haibo Wu 30 12 0 01 Apr 2023
FeDiSa: A Semi-asynchronous Federated Learning Framework for Power System Fault and Cyberattack Discrimination Muhammad Akbar Husnoo A. Anwar H. Reda N. Hosseinzadeh S. Islam A. N. Mahmood R. Doss 16 8 0 28 Mar 2023
On the Convergence of Decentralized Federated Learning Under Imperfect Information Sharing Vishnu Pandi Chellapandi Antesh Upadhyay Abolfazl Hashemi Stanislaw H. .Zak FedML 40 31 0 19 Mar 2023
Optimal scheduling of island integrated energy systems considering multi-uncertainties and hydrothermal simultaneous transmission: A deep reinforcement learning approach Yang Li Fanjin Bu Yuanzheng Li Chao Long 30 88 0 27 Dec 2022
Wind Power Forecasting Considering Data Privacy Protection: A Federated Deep Reinforcement Learning Approach Yang Li Ruinong Wang Yuanzheng Li Meng Zhang Chao Long 39 178 0 02 Nov 2022
Privacy-preserving Spatiotemporal Scenario Generation of Renewable Energies: A Federated Deep Generative Learning Approach Yang Li Jiazheng Li Yi Wang 42 154 0 16 Jul 2021
Deep Learning for Intelligent Demand Response and Smart Grids: A Comprehensive Survey Praveen Kumar Quoc-Viet Pham Madhusanka Liyanage N. Deepa Mounik Vvss Shivani Reddy Reddy Maddikunta Neelu Khare Thippa Reddy Gadekallu Won Joo Hwang 46 57 0 20 Jan 2021