[PDF][PDF] Misbehavior Detection System for Position Falsification Attacks Detection in Vehicular Network

F Hawlader - 2020 - orbilu.uni.lu
Vehicular networks provide useful functionalities based on the data exchanged over the
network that are not encrypted to reduce the computational complexity and time. Without a …

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 …

Novel Position Falsification Attacks Detection in the Internet of Vehicles using Machine Learning

HS Ilango, M Ma, R Su - 2022 17th International Conference on …, 2022 - ieeexplore.ieee.org
In an Internet of Vehicles (IoV) network, vehicles periodically broadcast Basic Safety
Messages (BSMs) that contain the vehicle's current position, speed, and acceleration. Safety …

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 …

BoostGuard: Interpretable misbehavior detection in vehicular communication networks

MA Elsayed, N Zincir-Heywood - NOMS 2022-2022 IEEE/IFIP …, 2022 - ieeexplore.ieee.org
Wireless Communication and Artificial Intelligence are at the heart of driving the evolution in
the transportation industry. Cooperative Intelligent Transportation Systems adopt vehicle-to …

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 …

Local perception and bsm based misbehavior detection in intelligent transportation system

S Gyawali, T Shimizu, H Lu, M Clifford… - 2022 IEEE 96th …, 2022 - ieeexplore.ieee.org
An intelligent transportation system aims to provide various traffic safety and navigation
services, and mainly relies on local perception and vehicular communication technologies …

Time-efficient detection of false position attack in 5G and beyond vehicular networks

TET Djaidja, B Brik, A Boualouache, SM Senouci… - Computer Networks, 2024 - Elsevier
Abstract 5G-V2X-enabled transportation systems rely on seamless cooperation between
vehicles, infrastructure, and pedestrians, facilitated by the exchange of real-time position …

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 …

Sdn-based misbehavior detection system for vehicular networks

A Boualouache, R Soua, T Engel - 2020 IEEE 91st Vehicular …, 2020 - ieeexplore.ieee.org
Vehicular networks are vulnerable to a variety of internal attacks. Misbehavior Detection
Systems (MDS) are preferred over the cryptography solutions to detect such attacks …