smart grids

Cryptography and Security Machine Learning

The Role of Deep Learning in Advancing Proactive Cybersecurity Measures for Smart Grid Networks: A Survey

root January 16, 2024 0

Smart Grid networks, which rely on advanced technologies for energy generation, distribution, and consumption, are increasingly susceptible to cyber-attacks. This paper surveys the role of Deep Learning (DL) in enhancing…

Machine Learning

Secure short-term load forecasting for smart grids with transformer-based federated learning

root October 27, 2023 0

The article explores the use of federated learning in electricity load forecasting. The authors propose a novel transformer-based deep learning approach that improves data privacy by training models locally on…

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smart grids

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