Comprehensive survey on machine learning in vehicular network: Technology, applications and challenges

F Tang, B Mao, N Kato, G Gui - IEEE Communications Surveys …, 2021 - ieeexplore.ieee.org
Towards future intelligent vehicular network, the machine learning as the promising artificial
intelligence tool is widely researched to intelligentize communication and networking …

Security of Vehicular Ad Hoc Networks using blockchain: A comprehensive review

J Grover - Vehicular Communications, 2022 - Elsevier
The most advanced and emerging component of an intelligent transportation system (ITS) is
the vehicular ad hoc network (VANET). Vehicles communicate with nearby vehicles or road …

Intelligent transportation system for internet of vehicles based vehicular networks for smart cities

P Rani, R Sharma - Computers and Electrical Engineering, 2023 - Elsevier
A popular research area is internet traffic analysis as it has many applications, mainly for
classifying internet traffic. Innovative technologies have been developed for predicting and …

Future intelligent and secure vehicular network toward 6G: Machine-learning approaches

F Tang, Y Kawamoto, N Kato, J Liu - Proceedings of the IEEE, 2019 - ieeexplore.ieee.org
As a powerful tool, the vehicular network has been built to connect human communication
and transportation around the world for many years to come. However, with the rapid growth …

Intrusion detection in the iot under data and concept drifts: Online deep learning approach

OA Wahab - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
Although the existing machine learning-based intrusion detection systems in the Internet of
Things (IoT) usually perform well in static environments, they struggle to preserve their …

A survey of attacks and detection mechanisms on intelligent transportation systems: VANETs and IoV

F Sakiz, S Sen - Ad Hoc Networks, 2017 - Elsevier
Vehicular ad hoc networks (VANETs) have become one of the most promising and fastest
growing subsets of mobile ad hoc networks (MANETs). They are comprised of smart …

A survey on security attacks in VANETs: Communication, applications and challenges

M Arif, G Wang, MZA Bhuiyan, T Wang… - Vehicular Communications, 2019 - Elsevier
Over the past few decades, the intelligent transportation system (ITS) have emerged with
new technologies and becomes the data-driven ITS, because the substantial amount of data …

Collaborative intrusion detection for VANETs: A deep learning-based distributed SDN approach

J Shu, L Zhou, W Zhang, X Du… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Vehicular Ad hoc Network (VANET) is an enabling technology to provide a variety of
convenient services in intelligent transportation systems, and yet vulnerable to various …

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 …

Investigating the prospect of leveraging blockchain and machine learning to secure vehicular networks: A survey

M Dibaei, X Zheng, Y **a, X Xu, A Jolfaei… - IEEE Transactions …, 2021 - ieeexplore.ieee.org
With recent developments in communication technologies, vehicular networks have become
a reality with various applications. However, the cybersecurity aspect of vehicular networks …