Proposed Hybrid Secured Method to Protect Against DDOS in n Vehicular Adhoc Network (VANET)

Dublin Core

Title

Proposed Hybrid Secured Method to Protect Against DDOS in n Vehicular Adhoc Network (VANET)

Subject

Vehicular Adhoc Networks (VANETs), Intrusion Detection System (IDS), Distributed Denial of Service (DDoS) Attack, chaos -cellular neural network (Chaos - CNN), particle swarm optimization, Bat optimization.

Description

Security and safety are critical concerns in Vehicular Adhoc Networks.  vulnerable to Distributed Denial of Service (DDoS) attacks, which occur when multiple vehicles carry out various tasks. This cause disrupts the normal functioning of legitimate routes. In this work, the Hybrid PSO-BAT Optimization Algorithm (HBPSO) Algorithm based on modified chaos -cellular neural network (Chaos - CNN) approaches has been proposed to overcome DDoS attacks. The suggest approaches consists of three-part which are hybrid optimization search algorithm to enhance the route from source to destination, chaos theory module is used to detect the abnormal nodes, then on Modified Chaotic CNN (MCCN) employed to prevent a malicious node from sending data to the destination by determining node that consumer more resource, packets lose or the victim could reset the path between the attacker and itself. CICIDS dataset has been used to test and evaluate the performance of the proposed approach based on the criteria of accuracy, packet loss, and jitter.  The Chaos - CNN approached results to outperform similar models of the related work and the approach protects the VANETs with high accuracy of 0.8736, specificity of 0.9959, TPR of 0.9561, and FPR of 0.78, Detection rate 0.9561.

Creator

Tuka Kareem Jebur

Source

International Journal of Interactive Mobile Technologies (iJIM); Vol. 17 No. 11 (2023); pp. 141-154
1865-7923

Publisher

International Association of Online Engineering (IAOE), Vienna, Austria

Date

2023-06-07

Rights

Copyright (c) 2023 Tuka Kareem Jebur
https://creativecommons.org/licenses/by/4.0

Relation

Format

application/pdf

Language

eng

Type

info:eu-repo/semantics/article
info:eu-repo/semantics/publishedVersion
Peer-reviewed Article

Identifier

Citation

Tuka Kareem Jebur, Proposed Hybrid Secured Method to Protect Against DDOS in n Vehicular Adhoc Network (VANET), International Association of Online Engineering (IAOE), Vienna, Austria, 2023, accessed November 5, 2024, https://igi.indrastra.com/items/show/2540

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