Optimization of RBF-SVM kernel using grid search algorithm for DDoS attack detection in SDN-based VANET

GO Anyanwu, CI Nwakanma, JM Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The dynamic nature of the vehicular space exposes it to distributed malicious attacks
irrespective of the integration of enabling technologies. The software-defined network (SDN) …

Bibliometric literature review of adaptive learning systems

D Koutsantonis, K Koutsantonis, NP Bakas, V Plevris… - Sustainability, 2022 - mdpi.com
In this review paper, we computationally analyze a vast volume of published articles in the
field of Adaptive Learning, as obtained by the Scopus Database. Particularly, we use a …

RBF-SVM kernel-based model for detecting DDoS attacks in SDN integrated vehicular network

GO Anyanwu, CI Nwakanma, JM Lee, DS Kim - Ad Hoc Networks, 2023 - Elsevier
The development of the intelligent transport space (ITS) comes with the challenge of
securing transportation data. As the vehicular network is highly dynamic, the network …

Security Control and Data Planes of SDN: A Comprehensive Review of Traditional, AI and MTD Approaches to Security Solutions

AH Abdi, L Audah, A Salh, MA Alhartomi… - IEEE …, 2024 - ieeexplore.ieee.org
Software-Defined Networking (SDN) is a groundbreaking technology that has transformed
network management significantly. By integrating data and control, SDN offers unparalleled …

A novel blockchain based secured and QoS aware IoT vehicular network in edge cloud computing

A Ahmed, S Abdullah, S Iftikhar, I Ahmad, S Ajmal… - IEEE …, 2022 - ieeexplore.ieee.org
A software-defined vehicular network is made up of an IoT (Internet of Things) based
vehicular ad-hoc network and a software-defined network. For better communication in IoT …

Energy-efficient and secure load balancing technique for SDN-enabled fog computing

J Singh, P Singh, EM Amhoud, M Hedabou - Sustainability, 2022 - mdpi.com
The number of client applications on the fog computing layer is increasing due to
advancements in the Internet of Things (IoT) paradigm. Fog computing plays a significant …

Ton-iot: Detection of attacks on internet of things in vehicular networks

A Sharma, H Babbar, A Sharma - 2022 6th International …, 2022 - ieeexplore.ieee.org
During the recent era, due to the exponential rise in the Internet of things (IoT) enabled
devices around the globe, IoT and Machine learning (ML) has come out as usable and …

QoS aware and fault tolerance based software-defined vehicular networks using cloud-fog computing

SA Syed, M Rashid, S Hussain, F Azim, H Zahid… - Sensors, 2022 - mdpi.com
Software-defined network (SDN) and vehicular ad-hoc network (VANET) combined provided
a software-defined vehicular network (SDVN). To increase the quality of service (QoS) of …

SDN-based VANET routing: A comprehensive survey on architectures, protocols, analysis, and future challenges

NH Hussein, SP Koh, CT Yaw, SK Tiong… - IEEE …, 2024 - ieeexplore.ieee.org
As the automotive and telecommunication industries advance, more vehicles are becoming
connected, leading to the realization of intelligent transportation systems (ITS). Vehicular ad …

TFMD-SDVN: a trust framework for misbehavior detection in the edge of software-defined vehicular network

RP Nayak, S Sethi, SK Bhoi, D Mohapatra… - The Journal of …, 2022 - Springer
In this paper, a trust framework is proposed for misbehavior detection in software defined
vehicular networks (TFMD-SDVN) to detect the correct events in the network reported by the …