Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system

Beyond vanilla: Improved autoencoder-based ensemble in-vehicle intrusion detection system

<p>Modern automobiles are equipped with a large number of electronic control units (ECUs) to provide safe, driver assistance and comfortable services. The controller area network (CAN) provides near real-time data transmission between ECUs with adequate reliability for in-vehicle communication...

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Bibliographic Details
Main Author: Sampath Rajapaksha (17541411) (author)
Other Authors: Harsha Kalutarage (17541414) (author), M. Omar Al-Kadri (17541417) (author), Andrei Petrovski (6262691) (author), Garikayi Madzudzo (17541420) (author)
Published: 2023
Subjects:
Engineering
Automotive engineering
Information and computing sciences
Artificial intelligence
Cybersecurity and privacy
Machine learning
Controller Area Network (CAN)
Automotive cybersecurity
Deep learning
Autoencoder
Anomaly detection
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