A survey on machine learning-based misbehavior detection systems for 5g and beyond vehicular networks
A Boualouache, T Engel - IEEE Communications Surveys & …, 2023 - ieeexplore.ieee.org
Advances in Vehicle-to-Everything (V2X) technology and onboard sensors have significantly
accelerated deploying Connected and Automated Vehicles (CAVs). Integrating V2X with 5G …
accelerated deploying Connected and Automated Vehicles (CAVs). Integrating V2X with 5G …
Machine Learning based intrusion detection systems for connected autonomous vehicles: A survey
J Nagarajan, P Mansourian, MA Shahid… - Peer-to-Peer Networking …, 2023 - Springer
Abstract Connected and Autonomous Vehicles (CAVs) expect to dramatically improve road
safety and efficiency of the transportation system. However, CAVs can be vulnerable to …
safety and efficiency of the transportation system. However, CAVs can be vulnerable to …
Falsification detection system for IoV using randomized search optimization ensemble algorithm
Falsification detection is a critical advance in ensuring that real-time information about
vehicles and their movement states is certified on the Internet of Vehicles (IoV). Thus …
vehicles and their movement states is certified on the Internet of Vehicles (IoV). Thus …
An intelligent intrusion detection system for 5g-enabled internet of vehicles
The deployment of 5G technology has drawn attention to different computer-based
scenarios. It is useful in the context of Smart Cities, the Internet of Things (IoT), and Edge …
scenarios. It is useful in the context of Smart Cities, the Internet of Things (IoT), and Edge …
An intelligent hierarchical security framework for vanets
Vehicular Ad hoc Networks (VANETs) are an emerging type of network that increasingly
encompass a larger number of vehicles. They are the basic support for Intelligent …
encompass a larger number of vehicles. They are the basic support for Intelligent …
Flow-based intrusion detection system in vehicular ad hoc network using context-aware feature extraction
Autonomous transportation systems have an immense impact on the way of our day-to-day
commute or traveling. Connectedness is an inseparable part of these systems, and it is …
commute or traveling. Connectedness is an inseparable part of these systems, and it is …
Intelligent hierarchical intrusion detection system for VANETs
Vehicular Ad hoc Networks (VANETs) allow road entities to communicate with each other
and with the infrastructure, enabling the development of more complex scenarios and …
and with the infrastructure, enabling the development of more complex scenarios and …
Evaluation of VANET datasets in context of an intrusion detection system
Vehicular Ad hoc Networks (VANETs) are the core of Intelligent Transportation Systems
(ITS), allowing vehicles to communicate between themselves and with other entities …
(ITS), allowing vehicles to communicate between themselves and with other entities …
WEKA-based real-time attack detection for VANET simulations
Y Chaouche, É Renault… - … Conference on Software …, 2023 - ieeexplore.ieee.org
The number of connected vehicles has significantly increased in recent years and Vehicular
Ad Hoc Networks (VANETs) are one of the most important technologies developed for these …
Ad Hoc Networks (VANETs) are one of the most important technologies developed for these …
A review and a tutorial of ML-based MDS technology within a VANET context: From data collection to trained model deployment
Recent advances in telecommunication and machine learning (ML) have allowed for new
smart and autonomous vehicle applications to improve road safety, environmental …
smart and autonomous vehicle applications to improve road safety, environmental …