Search Results for author: Asif Iqbal

Found 2 papers, 1 papers with code

Privacy-Preserving Collaborative Split Learning Framework for Smart Grid Load Forecasting

1 code implementation3 Mar 2024 Asif Iqbal, Prosanta Gope, Biplab Sikdar

Under this framework, each GS is responsible for training a personalized model split for their respective neighbourhoods, whereas the SP can train a single global or personalized model for each GS.

energy management Load Forecasting +1

A Novel DDPM-based Ensemble Approach for Energy Theft Detection in Smart Grids

no code implementations30 Jul 2023 Xun Yuan, Yang Yang, Asif Iqbal, Prosanta Gope, Biplab Sikdar

To address these challenges, several unsupervised ETD methods have been proposed, focusing on learning the normal patterns from honest users, specifically the reconstruction of input.

Denoising

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