A Comparative Analysis of Machine Learning Performance on Dos Attack Detection

Software-Defined Networking (SDN) presents a novel approach to network architecture, characterized by the separation of control and data planes, enabling centralized management and agile resource allocation. However, this newfound flexibility also exposes networks to significant security vulnerabilities, particularly concerning Denial-of-Service (DoS) attacks, which disrupt service availability by overwhelming network resources. This study explores the application […]

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Publication Details

Published
2024-12-31
DOI
https://doi.org/10.20533/icitst.2024.0006
Primary Topic
Network Security and Intrusion Detection
Type
article
Field-Weighted Citation Impact
0.00
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article

A Comparative Analysis of Machine Learning Performance on Dos Attack Detection

Olubusola Ayoola Odeniyi, I.A. Oshin
Network Security and Intrusion Detection
article

A Comparative Analysis of Machine Learning Performance on Dos Attack Detection

Olubusola Ayoola Odeniyi, I.A. Oshin
article en

Abstract

Software-Defined Networking (SDN) presents a novel approach to network architecture, characterized by the separation of control and data planes, enabling centralized management and agile resource allocation. However, this newfound flexibility also exposes networks to significant security vulnerabilities, particularly concerning Denial-of-Service (DoS) attacks, which disrupt service availability by overwhelming network resources. This study explores the application […]

Openalex Percentile: Top 65%
Network Security and Intrusion Detection
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A Comparative Analysis of Machine Learning Performance on Dos Attack Detection — Olubusola Ayoola Odeniyi, I.A. Oshin · (2024) | TGRS Research Map | TGRS