A lightweight intrusion detection approach for CAN bus using depthwise separable convolutional Kolmogorov Arnold network
Abstract Ensuring the cybersecurity of modern vehicles is paramount as connected and autonomous systems become increasingly prevalent. However, existing intrusion detection systems (IDS) often face challenges such as imbalanced datasets and high computational demands, limiting their practical deploy...
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| Main Authors: | , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Nature Portfolio
2025-05-01
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| Series: | Scientific Reports |
| Subjects: | |
| Online Access: | https://doi.org/10.1038/s41598-025-02474-1 |
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