Machine learning for security in vehicular networks: A comprehensive survey

A Talpur, M Gurusamy - IEEE Communications Surveys & …, 2021‏ - ieeexplore.ieee.org
Machine Learning (ML) has emerged as an attractive and viable technique to provide
effective solutions for a wide range of application domains. An important application domain …

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 comparative classification of information dissemination approaches in vehicular ad hoc networks from distinctive viewpoints: A survey

R Ghebleh - Computer Networks, 2018‏ - Elsevier
Vehicular ad hoc networks (VANET) have received tremendous attention due to their
potential impact on scientific research and their numerous attractive applications. With the …

A data dissemination scheme based on clustering and probabilistic broadcasting in VANETs

L Liu, C Chen, T Qiu, M Zhang, S Li, B Zhou - Vehicular Communications, 2018‏ - Elsevier
Abstract VANETs (Vehicular Ad hoc Networks) have attracted tremendous attentions due to
their high applicability and commercial value. However, the frequent topology changes …

Learning based energy efficient task offloading for vehicular collaborative edge computing

P Qin, Y Fu, G Tang, X Zhao… - IEEE Transactions on …, 2022‏ - ieeexplore.ieee.org
Extensive delay-sensitive and computation-intensive tasks are involved in emerging
vehicular applications. These tasks can hardly be all processed by the resource constrained …

Ad Hoc Vehicular Fog Enabling Cooperative Low-Latency Intrusion Detection

A Mourad, H Tout, OA Wahab, H Otrok… - IEEE Internet of Things …, 2020‏ - ieeexplore.ieee.org
Internet of Vehicles and vehicular networks have been compelling targets for malicious
security attacks where several intrusion detection solutions have been proposed for …

Vehicular-OBUs-as-on-demand-fogs: Resource and context aware deployment of containerized micro-services

H Sami, A Mourad, W El-Hajj - IEEE/ACM transactions on …, 2020‏ - ieeexplore.ieee.org
Observing the headway in vehicular industry, new applications are developed demanding
more resources. For instance, real-time vehicular applications require fast processing of the …

Efficient clustering V2V routing based on PSO in VANETs

X Bao, H Li, G Zhao, L Chang, J Zhou, Y Li - Measurement, 2020‏ - Elsevier
To improve the efficiency of V2V, Efficient Clustering V2V Routing Based on PSO (Particle
Swarm Optimization) in VANETs (CRBP) is proposed in this paper. First, vehicle nodes with …

QMM-VANET: An efficient clustering algorithm based on QoS and monitoring of malicious vehicles in vehicular ad hoc networks

H Fatemidokht, MK Rafsanjani - Journal of Systems and Software, 2020‏ - Elsevier
Vehicular ad hoc networks (VANETs) are considered as a subset of mobile ad hoc networks
(MANETs) that can be used in the transportation field. These networks considerably improve …

IMFOCA-IOV: intelligent moth flame optimization based clustering algorithm for internet of vehicle

P Rani, R Sharma - 2023 14th International Conference on …, 2023‏ - ieeexplore.ieee.org
Intelligent transportation systems (ITS) are receiving much attention today because of their
significant effect on transportation safety, efficiency, and convenience. The Vehicle ad hoc …