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Electricity Theft Detection Using Deep Reinforcement Learning in Smart Power Grids

In smart power grids, smart meters (SMs) are deployed at the end side of customers to report fine-grained power consumption readings periodically to the utility for energy management and load monitoring. However, electricity theft cyber-attacks can be launched by fraudulent customers through comprom...

Ausführliche Beschreibung

Gespeichert in:
Hauptverfasser: Ahmed T. El-Toukhy, Mahmoud M. Badr, Mohamed M. E. A. Mahmoud, Gautam Srivastava, Mostafa M. Fouda, Maazen Alsabaan
Format: Artigo
Sprache:Inglês
Veröffentlicht: IEEE 2023-01-01
Schriftenreihe:IEEE Access
Schlagworte:
Security
electricity theft
false reading attacks
reinforcement learning
zero-day attacks
smart power grids
Online-Zugang:https://ieeexplore.ieee.org/document/10147214/
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