Smart Grid Security: An Effective Hybrid CNN-Based Approach for Detecting Energy Theft Using Consumption Patterns

Smart Grid Security: An Effective Hybrid CNN-Based Approach for Detecting Energy Theft Using Consumption Patterns

In Internet of Things-based smart grids, smart meters record and report a massive number of power consumption data at certain intervals to the data center of the utility for load monitoring and energy management. Energy theft is a big problem for smart meters and causes non-technical losses. Energy...

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Bibliographic Details
Main Authors: Muhammed Zekeriya Gunduz, Resul Das
Format: Article
Language:English
Published: MDPI AG 2024-02-01
Series:Sensors
Subjects:
convolutional neural network
cyber security
deep learning
energy theft
generative adversarial network
Internet of Things
Online Access:https://www.mdpi.com/1424-8220/24/4/1148

Internet

https://www.mdpi.com/1424-8220/24/4/1148

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