Detecting DDoS attacks in software-defined networks through feature selection methods and machine learning models

H Polat, O Polat, A Cetin - Sustainability, 2020 - mdpi.com
Software Defined Networking (SDN) offers several advantages such as manageability,
scaling, and improved performance. However, SDN involves specific security problems …

Toward an optimal solution against denial of service attacks in software defined networks

M Imran, MH Durad, FA Khan, A Derhab - Future Generation Computer …, 2019 - Elsevier
Abstract Software Defined Networking (SDN) separates the control logic from data
forwarding and shifts the whole decision power to the controller, making the switch a dumb …

An Analysis of Machine Learning Depend on Q-MIND for Defencing The Distributed Denial of Service Attack on Software Defined Network.

M Sakthivel, R Kamalraj… - … Journal of Early …, 2022 - search.ebscohost.com
A flexible and scalable network control was enabled in the Software Define Networking. It
introduces unprotected network which can easily exploits by attackers. Especially …

Reducing the effects of DoS attacks in software defined networks using parallel flow installation

M Imran, MH Durad, FA Khan, A Derhab - Human-centric Computing and …, 2019 - Springer
Software defined networking (SDN) is becoming more and more popular due to its key
features, such as monitoring, fine-grained control, flexibility and scalability. The centralized …

Implementing Machine Learning Algorithms to Indentify Distributed Denial-of-Service Attacks

A Mehra, G Singh, S Badotra, B Kaur… - … Conference on Image …, 2023 - ieeexplore.ieee.org
An Internet server, service, or network may be the subject of a distributed denial-of-service
(DDoS) assault, in which the attacker attempts to interrupt regular traffic by flooding the …

An intelligent software defined networking controller component to detect and mitigate denial of service attacks

O Polat, H Polat - Journal of Information and Communication …, 2021 - e-journal.uum.edu.my
Despite many advantages of software defined networking (SDN) such as manageability,
scalability, and performance, it has inherent security threats. In particular, denial of service …

Detailed Review on The Denial of Service (DoS) and Distributed Denial of Service (DDoS) Attacks in Software Defined Networks (SDNs) and Defense Strategies

E Tamakloe, B Kommey, E Akowuah… - International Journal of …, 2023 - e-journal.usd.ac.id
Abstract The development of Software Defined Networking (SDN) has altered the landscape
of computer networking in recent years. Its scalable architecture has become a blueprint for …

Deep Learning SDN Intrusion Detection Scheme Based on TW-Pooling

Q Meng, S Zheng, Y Cai - Journal of Advanced Computational …, 2019 - jstage.jst.go.jp
The numerical control separation in the Software-Defined Network (SDN) allows the control
plane to have the absolute management rights of the network. As a new management plane …

An exploration of dos attack and its mitigation techniques in software-defined networking

MA Gunavathie, S Kousalya, JC Rekha… - AIP Conference …, 2024 - pubs.aip.org
The fast-revolving world has made a great demand for the increased work speed from the
place within their domain without any delay in time, with less work burden and highest …

A Proposed Approach to DDoS Attacks Detection on SDN Using Machine Learning Technique

S Chattopadhyay, AK Sahoo - Innovations in Cyber Physical Systems …, 2021 - Springer
Software-defined network (SDN) is becoming very popular because of numerous
advantages it offers, such as scalability, centralized management, better performance and …