Enhancing DDoS detection in SDIoT through effective feature selection with SMOTE-ENN

A Behera, K Sagar Sahoo, T Kumara Mishra, A Nayyar… - PloS one, 2024 - journals.plos.org
Internet of things (IoT) facilitates a variety of heterogeneous devices to be enabled with
network connectivity via various network architectures to gather and exchange real-time …

Cyber-AnDe: Cybersecurity Framework with Adaptive Distributed Sampling for Anomaly Detection on SDNs

N Niknami, A Srinivasan, J Wu - IEEE Transactions on …, 2024 - ieeexplore.ieee.org
By decoupling the control plane and data plane in the software-defined network (SDN), the
controller gains a comprehensive global view of the network. The SDN controller samples …

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 …

An Enhanced DDoS Attack Detection in Software-Defined-Networks using Ensemble Learning

S Chattopadhyay, AK Sahoo, S Jasola - SN Computer Science, 2024 - Springer
The rising danger of Distributed Denial of Service (DDoS) attacks in Software-Defined
Networking (SDN) environments stresses advanced detection strategies to safeguard …

Detecting and Identifying the Targets of Covert DDoS Attacks

A Algaolahi, W Aljoby, M Ghaleb… - 2024 IEEE 21st …, 2024 - ieeexplore.ieee.org
Network systems are essential to our daily lives but remain vulnerable to Distributed Denial-
of-Service (DDoS) attacks, particularly stealthy low-rate variants that evade conventional …