A Model for Abnormal Detection of In-Vehicle CAN Messages Based on Hyperparameter Optimized CNN

Zhou, Xiaoyu (2025) A Model for Abnormal Detection of In-Vehicle CAN Messages Based on Hyperparameter Optimized CNN. In: Proceedings of the 2nd International Conference on Machine Learning and Automation, CONF-MLA 2024, November 21, 2024, Adana, Turkey.

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Abstract

Effectively identifying and defending against cyberattacks through intelligent means has become an important research direction for ensuring the safety of intelligent connected vehicles. The paper constructs a novel intrusion detection system framework using CNN, knowledge transfer and model ensembl

Item Type: Conference or Workshop Item (UNSPECIFIED)
Date Deposited: 04 Mar 2026 18:27
Last Modified: 16 Apr 2026 21:38
URI: http://eprints.eai.eu/id/eprint/52545

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