[HTML][HTML] A systematic literature review on machine learning and deep learning approaches for detecting DDoS attacks in software-defined networking

AA Bahashwan, M Anbar, S Manickam, TA Al-Amiedy… - Sensors, 2023 - mdpi.com
Software-defined networking (SDN) is a revolutionary innovation in network technology with
many desirable features, including flexibility and manageability. Despite those advantages …

[HTML][HTML] Effectiveness of an entropy-based approach for detecting low-and high-rate DDoS attacks against the SDN controller: Experimental analysis

MA Aladaileh, M Anbar, AJ Hintaw, IH Hasbullah… - Applied Sciences, 2023 - mdpi.com
Software-defined networking (SDN) is a unique network architecture isolating the network
control plane from the data plane, offering programmable elastic features that allow network …

[HTML][HTML] Deep learning-based approach for detecting DDoS attack on software-defined networking controller

A Mansoor, M Anbar, AA Bahashwan, BA Alabsi… - Systems, 2023 - mdpi.com
The rapid growth of cloud computing has led to the development of the Software-Defined
Network (SDN), which is a network strategy that offers dynamic management and improved …

Synchronizing real-time and high-precision LDoS defense of learning model-based in AIoT with programmable data plane, SDN

J Ma, W Su, Y Li, Y Yuan, Z Zhang - Journal of Network and Computer …, 2024 - Elsevier
The availability of SD-AIoT is currently under complicated and serious cyber threats,
especially Low-rate Denial-of-Service attacks. However, traditional defense schemes for …

面向软件定义网络的异常流量检测研究综述

付钰, 王坤, 段雪源, 刘涛涛 - 通信学报, 2024 - infocomm-journal.com
针对软件定义网络(SDN) 较传统网络更易遭受网络攻击的现实, 从技术原理和架构特点出发,
对近年来面向软件定义网络的异常流量检测研究进展进行综述, 分析了SDN …

A comprehensive detection and mitigation mechanism to protect SD-IoV systems against controller-targeted DDoS attacks

BT Alemu, AJ Muhammed, HM Belachew… - Cluster Computing, 2024 - Springer
Software-defined networking (SDN) has emerged as a transformative technology that
separates the control plane from the data plane, providing advantages such as flexibility …