A DDoS detection method based on feature engineering and machine learning in software-defined networks

Z Liu, Y Wang, F Feng, Y Liu, Z Li, Y Shan - Sensors, 2023 - mdpi.com
Distributed denial-of-service (DDoS) attacks pose a significant cybersecurity threat to
software-defined networks (SDNs). This paper proposes a feature-engineering-and machine …

A framework to detect DDoS attack in Ryu controller based software defined networks using feature extraction and classification

RK Chouhan, M Atulkar, NK Nagwani - Applied Intelligence, 2023 - Springer
Abstract Software Defined Network (SDN) is an emerging network architecture and is being
used in many IT industries and academia. Its popularity in the present age has attracted …

An efficient centralized DDoS attack detection approach for Software Defined Internet of Things

P Chauhan, M Atulkar - The Journal of Supercomputing, 2023 - Springer
Both software defined networks and the Internet of Things are new topics that are being
heavily employed in the information technology industry and academia. Due to their fame …

Edge-based optimal routing in SDN-enabled industrial Internet of Things

PR Desai, S Mini, DK Tosh - IEEE Internet of Things Journal, 2022 - ieeexplore.ieee.org
The efficiency of communication between devices in any network depends on the network
architecture and the routing algorithms. This efficiency vastly affects the productivity of the …

Performance and scalability analysis of SDN-based large-scale Wi-Fi networks

M Ali, AI Jehangiri, OI Alramli, Z Ahmad, RM Ghoniem… - Applied Sciences, 2023 - mdpi.com
The Software-Defined Networking (SDN) paradigm is one that is utilized frequently in data
centers. Software-Defined Wireless Networking, often known as SDWN, refers to an …

[PDF][PDF] Open-Source Software Defined Networking Controllers: State-of-the-Art, Challenges and Solutions for Future Network Providers.

JA Rahim, R Nordin, OA Amodu - Computers, Materials & …, 2024 - cdn.techscience.cn
ABSTRACT Software Defined Networking (SDN) is programmable by separation of
forwarding control through the centralization of the controller. The controller plays the role of …

POX and RYU Controller Performance Analysis on Software Defined Network

N Naim, M Imad, MA Hassan, MB Afzal, S Khan… - … Transactions on Internet …, 2023 - eudl.eu
From the last decades different types of network schemes are pitched to enhance the user
performance. Software Defined Networks (SDN) is also considered as important factor for …

From replay to regeneration: Recovery of UDP flood network attack scenario based on SDN

Y Wang, J Ding, T Zhang, Y Xiao, X Hei - Mathematics, 2023 - mdpi.com
In recent years, various network attacks have emerged. These attacks are often recorded in
the form of Pcap data, which contains many attack details and characteristics that cannot be …

An Ensemble Edge Computing Approach for SD-IoT security Using Ensemble of Feature Selection Methods and Classification

P Chauhan, M Atulkar - Arabian Journal for Science and Engineering, 2024 - Springer
Both academics and the IT industry are now researching the Internet of Things and software-
defined networks. They have received a number of criticisms in the SD-IoT due to their …

Performance Analysis of SDN controllers within an OpenStack infrastructure

N Ganesan, B Thangaraju - 2022 IEEE India Council …, 2022 - ieeexplore.ieee.org
Software-defined networking (SDN) is a promising technology to improve networking
services in the cloud. The predominant features of SDN integrated with OpenStack …