Intelligent misbehavior detection system for detecting false position attacks in vehicular networks
Position falsification attacks are one of the most dangerous internal attacks in vehicular
networks. Several Machine Learning-based Misbehavior Detection Systems (ML-based …
networks. Several Machine Learning-based Misbehavior Detection Systems (ML-based …
New features for position falsification detection in vanets using machine learning
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 …
communication between vehicles is directly affected by attackers' messages. A new …
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 …
the transportation industry. Cooperative Intelligent Transportation Systems adopt vehicle-to …
A deep learning-based integrated algorithm for misbehavior detection system in VANETs
With the advance in the internet of things (IoT), wireless communication, and artificial
intelligence, nowadays, people can enjoy the autonomous driving system. Meanwhile …
intelligence, nowadays, people can enjoy the autonomous driving system. Meanwhile …
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 …
communication vital for reducing road accidents and traffic congestion in an Intelligent …
Reinforcement learning based misbehavior detection in vehicular networks
R Sedar, C Kalalas, F Vázquez-Gallego… - ICC 2022-IEEE …, 2022 - ieeexplore.ieee.org
Vehicle-to-everything (V2X) communication is contributing towards the realization of
futuristic vehicular networks such as Internet-of-Vehicles (IoV). The IoV is expected to usher …
futuristic vehicular networks such as Internet-of-Vehicles (IoV). The IoV is expected to usher …
Integrating plausibility checks and machine learning for misbehavior detection in VANET
The safety and efficiency of vehicular communications rely on the correctness of the data
exchanged between vehicles. In this paper we address the issue of detecting and classifying …
exchanged between vehicles. In this paper we address the issue of detecting and classifying …
Position falsification misbehavior detection in vanets
A Khot, M Dave - Mobile Radio Communications and 5G Networks …, 2021 - Springer
VANETs stands for vehicular ad hoc networks. In VANETs, alerts like post-crash notification
(PCN), beacon messages, etc.,(with sender id, position, speed and timestamp) are …
(PCN), beacon messages, etc.,(with sender id, position, speed and timestamp) are …
Misbehavior detection for position falsification attacks in VANETs using machine learning
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 …
and traffic efficiency over Vehicular Ad Hoc Networks (VANETs) allowing vehicles to …
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 …
supporting infrastructure, which communicate with each other through a wireless medium …