Advanced Temporal Convolutional Network Framework for Intrusion Detection in Electric Vehicle Charging Stations

Advanced Temporal Convolutional Network Framework for Intrusion Detection in Electric Vehicle Charging Stations

Electric Vehicle Charging Station (EVCS) systems have become increasingly critical to the energy and transportation sectors. The detection of various attacks in EVCS, including data interception in the Open Charge Point Protocol (OCPP), poses substantial cybersecurity challenges that existing deep l...

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Bibliographic Details
Main Authors: Ikram Benfarhat, Vik Tor Goh, Chun Lim Siow, It Ee Lee, Muhammad Sheraz, Eng Eng Ngu, Teong Chee Chuah
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Open Journal of Vehicular Technology
Subjects:
Charge stations (EVCS)
charging management systems (CMS)
classification and detection
OCPP
real-time systems. temporal convolutional networks (TCNs)
vulnerabilities
Online Access:https://ieeexplore.ieee.org/document/10959074/
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https://ieeexplore.ieee.org/document/10959074/

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