An Intelligent Secured Framework for Cyberattack Detection in Electric Vehicles’ CAN Bus Using Machine Learning

An Intelligent Secured Framework for Cyberattack Detection in Electric Vehicles’ CAN Bus Using Machine Learning

Electric Vehicles' Controller Area Network (CAN) bus serves as a legacy protocol for in-vehicle network communication. Simplicity, robustness, and suitability for real-time systems are the salient features of CAN bus. Unfortunately, the CAN bus protocol is vulnerable to various cyberattacks due...

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Bibliographic Details
Main Authors: Omid Avatefipour, Ameena Saad Al-Sumaiti, Ahmed M. El-Sherbeeny, Emad Mahrous Awwad, Mohammed A. Elmeligy, Mohamed A. Mohamed, Hafiz Malik
Format: Article
Language:English
Published: IEEE 2019-01-01
Series:IEEE Access
Subjects:
Electric vehicles
controller area network (CAN Bus)
anomaly detection
one-class support vector machine
optimization algorithm
Online Access:https://ieeexplore.ieee.org/document/8813023/

Internet

https://ieeexplore.ieee.org/document/8813023/

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