Deep reinforcement learning-based intelligent security forwarding strategy for VANET

B Liu, G Xu, G Xu, C Wang, P Zuo - Sensors, 2023 - mdpi.com
The vehicular ad hoc network (VANET) constitutes a key technology for realizing intelligent
transportation services. However, VANET is characterized by diverse message types …

Hybrid optimization enabled trust-based secure routing with deep learning-based attack detection in VANET

G Kaur, D Kakkar - Ad Hoc Networks, 2022 - Elsevier
Vehicular ad-hoc network (VANET) model is easy to arrange and inexpensive answer for
clever traffic control and traffic failure protective measures. Generally, the nodes present in …

Intelligent defense strategies: Comprehensive attack detection in VANET with deep reinforcement learning

R Sultana, J Grover, M Tripathi - Pervasive and Mobile Computing, 2024 - Elsevier
Abstract Vehicular Ad Hoc Network (VANET) facilitates the exchange of vehicular
information through Vehicle-to-Vehicle (V2V) communication, contributing to Cooperative …

3VSR: three valued secure routing for vehicular ad hoc networks using sensing logic in adversarial environment

M Sohail, L Wang - Sensors, 2018 - mdpi.com
Today IoT integrate thousands of inter networks and sensing devices eg, vehicular networks,
which are considered to be challenging due to its high speed and network dynamics. The …

Sasmf: Socially aware security message forwarding mechanism in vanets

P Yang, L Deng, J Yang, J Yan - Mobile Networks and Applications, 2020 - Springer
With the development of vehicle communication technologies, Vehicular Ad Hoc Networks
(VANETs) through short distance communication technology achieve communication in …

Trust and delay based routing for VANETs

MJ Sataraddi, MS Kakkasageri - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
Vehicular Ad Hoc Networks (VANET) is mainly aimed at providing safe and security related
information and traffic management. In future, VANET contribute to smart transportation …

Trust aware similarity-based source routing to ensure effective communication using game-theoretic approach in VANETs

R Venitta Raj, K Balasubramanian - Journal of Ambient Intelligence and …, 2021 - Springer
In VANETs, vehicles need to rely on other vehicles for any real-time applications. Therefore
the cooperation of vehicles is needed for relaying the messages in successful manner. Most …

Transmission Protocol of Emergency Messages in VANET Based on the Trust Level of Nodes

B Su, L Tong - IEEE Access, 2023 - ieeexplore.ieee.org
Vehicle Ad Hoc Networks (VANETs) can help reduce traffic accidents and improve road
safety by broadcasting Emergency Messages (EMs) between vehicles in advance so that …

A machine learning approach for software-defined vehicular ad hoc networks with trust management

D Zhang, FR Yu, R Yang - 2018 IEEE Global Communications …, 2018 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) have become a promising technology in smart
transportation systems with rising interest of expedient, safe, and high-efficient …

An improved deep reinforcement learning routing technique for collision-free VANET

P Upadhyay, V Marriboina, SJ Goyal, S Kumar… - Scientific Reports, 2023 - nature.com
Abstract Vehicular Adhoc Networks (VANETs) is an emerging field that employs a wireless
local area network (WLAN) characterized by an ad-hoc topology. Vehicular Ad Hoc …