LCSMC-Net: Lightweight CAN Intrusion Detection via Separable Multiscale Convolution and Attention

The Controller Area Network (CAN) protocol lacks native authentication mechanisms, exposing modern vehicles to critical security threats. While deep learning-based intrusion detection systems show promise, existing solutions require computational resources far exceeding automotive-grade microcontrol...

ver descrição completa

Detalhes bibliográficos

Principais autores:	Mengdi Hou, Bitie Lan, Chenghua Tang, Jianbo Huang
Formato:	Artigo
Idioma:	Inglês
Publicado em:	MDPI AG 2026-02-01
coleção:	Sensors
Assuntos:	CAN bus security intrusion detection lightweight neural networks embedded systems automotive cybersecurity knowledge distillation
Acesso em linha:	https://www.mdpi.com/1424-8220/26/4/1399
Tags:	Adicionar Tag Sem tags, seja o primeiro a adicionar uma tag!