QCAE-QOC-SVM: A hybrid quantum machine learning model for DoS and Fuzzy attack detection on autonomous vehicle CAN bus

In this study, we introduce a hybrid quantum machine learning method to identify Normal signal, DoS, and Fuzzy attacks on the CAN bus utilized in autonomous vehicles. Our approach is a combination of a Quantum Convolutional Autoencoder (QCAE) and a Quantum Orthogonal Classifier based on Support Vect...

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Bibliographic Details

Published in:	MethodsX Vol. 15; p. 103471
Main Authors:	R, Meghana, Ramesha, Sowmyashree Sakrepatna, Mukhopadhyay, Adwitiya
Format:	Journal Article
Language:	English
Published:	Netherlands Elsevier B.V 01.12.2025 Elsevier
Subjects:	A hybrid of Quantum Convolutional Autoencoder and Quantum Orthogonal Classifier with SVM Anomaly recognition system Cybersecurity in autonomous cars Hybrid classification techniques Quantum feature optimization A hybrid of Quantum Convolutional Autoencoder and Quantum Orthogonal Classifier with SVM Quantum feature optimization Anomaly recognition system Cybersecurity in autonomous cars Hybrid classification techniques
ISSN:	2215-0161, 2215-0161
Online Access:	Get full text
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