Feature engineering impact on position falsification attacks detection in vehicular ad-hoc network

E Abdelkreem, S Hussein, A Tammam - International Journal of …, 2024 - Springer
The vehicular ad-hoc network is a technology that enables vehicles to interact with each
other and the surrounding infrastructure, aiming to enhance road safety and driver comfort …

Hybrid Approach to Detect Position Forgery Attacks in Connected Vehicles

MA Shahid, A Jaekel - … Conference on Network of the Future …, 2023 - ieeexplore.ieee.org
The use of vehicles on the road plays a significant role in our daily lives. However, the
growing number of vehicles is also contributing to increased occurrences of collisions, traffic …

Position falsification detection in vanet with consecutive bsm approach using machine learning algorithm

A Sharma - 2021 - search.proquest.com
Vehicular ad-hoc network (VANET) is an emerging technology for vehicle-to-vehicle
communication vital for reducing road accidents and traffic congestion in an Intelligent …

Intelligent misbehavior detection system for detecting false position attacks in vehicular networks

F Hawlader, A Boualouache, S Faye… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
Position falsification attacks are one of the most dangerous internal attacks in vehicular
networks. Several Machine Learning-based Misbehavior Detection Systems (ML-based …

Misbehavior detection for position falsification attacks in VANETs using machine learning

S Ercan, M Ayaida, N Messai - IEEE Access, 2021 - ieeexplore.ieee.org
Cooperative Intelligent Transport Systems (C-ITS) is an advanced technology for road safety
and traffic efficiency over Vehicular Ad Hoc Networks (VANETs) allowing vehicles to …

Machine learning based misbehaviour detection in VANET using consecutive BSM approach

A Sharma, A Jaekel - IEEE Open Journal of Vehicular …, 2021 - ieeexplore.ieee.org
Vehicular ad-hoc network (VANET) is an emerging technology for vehicle-to-vehicle
communication vital for reducing road accidents and traffic congestion in an Intelligent …

Detection of position falsification attacks in VANETs applying trust model and machine learning

J Montenegro, C Iza, M Aguilar Igartua - … of the 17th ACM symposium on …, 2020 - dl.acm.org
Vehicular ad hoc networks (VANETs) are relatively new networks that focus on intelligent
transportation systems (ITS). The interest in this kind of networks lies in the promising …

Machine learning approach for detecting location spoofing in VANET

A Sharma, A Jaekel - 2021 International Conference on …, 2021 - ieeexplore.ieee.org
A vehicular ad-hoc network (VANET) consists of moving and stationary vehicles, along with
supporting infrastructure, which communicate with each other through a wireless medium …

New features for position falsification detection in vanets using machine learning

S Ercan, M Ayaida, N Messai - ICC 2021-IEEE International …, 2021 - ieeexplore.ieee.org
Misbehavior detection in VANETs is critical to provide security and road safety since the
communication between vehicles is directly affected by attackers' messages. A new …

A misbehavior detection system to detect novel position falsification attacks in the internet of vehicles

HS Ilango, M Ma, R Su - Engineering Applications of Artificial Intelligence, 2022 - Elsevier
Abstract In the Internet of Vehicle (IoV) networks, vehicles exchange periodic Basic Safety
Messages (BSMs) containing information regarding speed and position. Safety-critical …