Novel FDIs-based data manipulation and its detection in smart meters’ electricity theft scenarios

Novel FDIs-based data manipulation and its detection in smart meters’ electricity theft scenarios

Non-technical loss is a serious issue around the globe. Consumers manipulate their smart meter (SM) data to under-report their readings for financial benefit. Various manipulation techniques are used. This paper highlights novel false data injection (FDIs) techniques, which are used to manipulate th...

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Bibliographic Details
Main Authors: Shoaib Munawar, Zeshan Aslam Khan, Naveed Ishtiaq Chaudhary, Nadeem Javaid, Muhammad Asif Zahoor Raja, Ahmad H. Milyani, Abdullah Ahmed Azhari
Format: Article
Language:English
Published: Frontiers Media S.A. 2022-12-01
Series:Frontiers in Energy Research
Subjects:
inception module
AttLSTM
false data injection
electricity theft detection
time series data
Online Access:https://www.frontiersin.org/articles/10.3389/fenrg.2022.1043593/full

Internet

https://www.frontiersin.org/articles/10.3389/fenrg.2022.1043593/full

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