Efficient One-Class False Data Detector Based on Deep SVDD for Smart Grids

In the smart grid, malicious consumers can hack their smart meters to report false power consumption readings to steal electricity. Developing a machine-learning based detector for identifying these readings is a challenge due to the unavailability of malicious datasets. Most of the existing works i...

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Bibliographic Details
Main Authors: Hany Habbak, Mohamed Mahmoud, Mostafa M. Fouda, Maazen Alsabaan, Ahmed Mattar, Gouda I. Salama, Khaled Metwally
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Energies
Subjects:
Online Access:https://www.mdpi.com/1996-1073/16/20/7069