Improving vanets system security against DDOS attacks by using machine-learning algorithm

NMY Alkadiri - 2023 - openaccess.altinbas.edu.tr
With the fast and huge vehicular communication systems currently being developed, there is
a clear and urgent need for advanced security to determine whether a vehicle has been …

Machine learning-based architecture for DDoS detection in VANETs system

N Alkadiri, M Ilyas - … on Artificial Intelligence of Things (ICAIoT), 2022 - ieeexplore.ieee.org
With the fast and huge vehicular communication systems currently being developed, there is
a clear and urgent need for advanced security. To determine whether a vehicle has been …

Dataset for evaluation of ddos attacks detection in vehicular ad-hoc networks

H Zhong, F Yang, L Wei, J Zhang, C Gu… - … Conference on Wireless …, 2022 - Springer
Vehicular ad-hoc networks (VANETs) are core components of the cooperative intelligent
transportation system (C-ITS). Vehicles communicate with each other to obtain traffic …

Machine learning techniques to detect DDoS attacks on VANET system: A survey

AM Alrehan, FA Alhaidari - 2019 2nd International Conference …, 2019 - ieeexplore.ieee.org
Road traffic accidents and their sequences increase dramatically worldwide and thus raising
a demand for solutions to providing safety and control of vehicles on road when driving. This …

Distributed neural network based architecture for DDOS detection in vehicular communication systems

N Jaton - 2021 - digitalcommons.unl.edu
With the continued development of modern vehicular communication systems, there is an
ever growing need for cutting edge security in these systems. A misbehavior detection …

DoS Attack Detection in VANET using Transfer Learning Approach for BSM Data

MA Shahid, A Jaekel, N Zhang… - … and Mobile Computing …, 2024 - ieeexplore.ieee.org
In vehicular ad hoc networks (VANETs), vehicles exchange sensitive information, including
vehicle identity, position, speed, heading and other parameters, with nearby vehicles or …

A machine learning framework for intrusion detection in VANET communications

N Ben Rabah, H Idoudi - Emerging trends in cybersecurity applications, 2022 - Springer
Intelligent transportation system (ITS) is a promising technology to enhance driving safety
and efficiency within smart cities. It involves public transportation management, infrastructure …

Towards the development of realistic dos dataset for intelligent transportation systems

R Rahal, A Amara Korba, N Ghoualmi-Zine - Wireless Personal …, 2020 - Springer
Vehicular ad-hoc networks (VANETs) present security vulnerabilities, which make them
prone to diverse cyberattacks. Denial of Service (DoS) is one of the most prevalent and …

MSOM: efficient mechanism for defense against DDoS attacks in VANET

M Al-Mehdhara, N Ruan - Wireless Communications and …, 2021 - Wiley Online Library
The wireless nature of the Vehicular Ad Hoc Network (VANET), a technology that offers
facilities such as traffic management and safety services, makes it vulnerable to distributed …

Intrusion detection system using machine learning for vehicular ad hoc networks based on ToN-IoT dataset

AR Gad, AA Nashat, TM Barkat - IEEE Access, 2021 - ieeexplore.ieee.org
Vehicular ad hoc networks (VANETs) are a subsystem of the proposed intelligent
transportation system (ITS) that enables vehicles to communicate over the wireless …