A Lightweight Sequential AI Framework for Real Time Intrusion Detection in Dynamic Vehicular Networks

Abstract Vehicular Ad-Hoc Networks (VANETs) is a type’s of Mobile Ad Hoc Networks (MANETs) designed to facilitate wireless communication among vehicles as well as between vehicles and fixed roadside infrastructure. These networks play a vital role in the development of Intelligent Transportation Sys...

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Principais autores:	G. Jeyaram, V. Vidhya, Rajesh Kumar Dhanaraj, Abdulatif Alabdultif
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2026-01-01
Series:	Scientific Reports
Assuntos:	Intrusion detection system (IDS) Deep Learning Rosenthal correlation Sequential AI Liquid Neural Network model Multipoint spiral search optimization
Acceso en liña:	https://doi.org/10.1038/s41598-026-36103-2
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