Recent advances in machine-learning driven intrusion detection in transportation: Survey

H Bangui, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Rapid developments in Intelligent Transportation Systems (ITSs) have emerged as
a new research field for building sustainable smart cities. VANET (vehicular ad hoc network) …

The security perspectives of vehicular networks: A taxonomical analysis of attacks and solutions

A Verma, R Saha, G Kumar, T Kim - Applied Sciences, 2021 - mdpi.com
Vehicular networks are the combination of transport systems and the internet systems
formed with the main motive to increase the safety of passengers, although non-safety …

A hybrid machine learning model for intrusion detection in VANET

H Bangui, M Ge, B Buhnova - Computing, 2022 - Springer
Abstract While Vehicular Ad-hoc Network (VANET) is developed to enable effective vehicle
communication and traffic information exchange, VANET is also vulnerable to different …

[PDF][PDF] Design of fuzzy logic control framework for qos routing in manet

M Vargheese, S Vanithamani, DS David… - Intelligent Automation & …, 2023 - academia.edu
Wireless networks with no infrastructure arise as a result of multiple wireless devices
working together. The Mobile Ad hoc Network (MANET) is a system for connecting …

A hybrid data-driven model for intrusion detection in VANET

H Bangui, M Ge, B Buhnova - Procedia Computer Science, 2021 - Elsevier
Abstract Nowadays, VANET (Vehicular Ad-hoc NETwork) has gained increasing attention
from many researchers with its various applications, such as enhancing traffic safety by …

Sybil attack detection and secure data transmission in VANET using CMEHA-DNN and MD5-ECC

NC Velayudhan, A Anitha, M Madanan - Journal of Ambient Intelligence …, 2023 - Springer
Vehicular ad-hoc networks (VANET) technology, which is an open-access network, renders
a quick, simple to deploy, and cheap solution for intelligent traffic control as well as traffic …

A systematic review of the intrusion detection techniques in VANETS

I Naqvi, A Chaudhary, A Kumar - TEM Journal, 2022 - ceeol.com
Vehicular Ad hoc Networks are an important subset of MANETs. VANET is the group of
vehicles that are connected to each other wirelessly. VANET security is a major issue that is …

VAIDANSHH: Adaptive DDoS detection for heterogeneous hosts in vehicular environments

A Verma, R Saha, G Kumar, M Conti… - Vehicular …, 2024 - Elsevier
Vehicular networks are vulnerable to Distributed Denial of Service (DDoS), an extension of a
Denial of Service (DoS) attack. The existing solutions for DDoS detection in vehicular …

Analysis of BayesNet classifier for DDoS detection in vehicular networks

A Verma, R Saha - 2022 International Conference on …, 2022 - ieeexplore.ieee.org
In vehicular networks, Distributed Denial of Service (DDoS), an extension of Denial of
Service (DoS) attacks, disrupt the normal vehicular network services. Existing DDoS …

Improved IDS for Vehicular Ad-Hoc Network using Deep Learning Approaches

S Amutha, A Ramathilagam… - 2023 2nd International …, 2023 - ieeexplore.ieee.org
In the contemporary landscape of transportation, Vehicular Adhoc networks (VANETs) have
emerged as a pivotal infrastructure, facilitating real-time communication among vehicles and …