A survey of low rate ddos detection techniques based on machine learning in software-defined networks

AA Alashhab, MSM Zahid, MA Azim, MY Daha… - Symmetry, 2022 - mdpi.com
Software-defined networking (SDN) is a new networking paradigm that provides centralized
control, programmability, and a global view of topology in the controller. SDN is becoming …

DDoS attack and detection methods in internet-enabled networks: Concept, research perspectives, and challenges

KB Adedeji, AM Abu-Mahfouz, AM Kurien - Journal of Sensor and …, 2023 - mdpi.com
In recent times, distributed denial of service (DDoS) has been one of the most prevalent
security threats in internet-enabled networks, with many internet of things (IoT) devices …

Optimization of RBF-SVM kernel using grid search algorithm for DDoS attack detection in SDN-based VANET

GO Anyanwu, CI Nwakanma, JM Lee… - IEEE Internet of Things …, 2022 - ieeexplore.ieee.org
The dynamic nature of the vehicular space exposes it to distributed malicious attacks
irrespective of the integration of enabling technologies. The software-defined network (SDN) …

A review of Machine Learning (ML)-based IoT security in healthcare: A dataset perspective

ECP Neto, S Dadkhah, S Sadeghi, H Molyneaux… - Computer …, 2024 - Elsevier
Abstract The Internet of Things (IoT) is transforming society by connecting businesses and
optimizing systems across industries. Its impact has been felt in healthcare, where it has the …

An efficient approach to detect distributed denial of service attacks for software defined internet of things combining autoencoder and extreme gradient boosting with …

MA Setitra, M Fan… - Transactions on Emerging …, 2023 - Wiley Online Library
The growing popularity of Software Defined Networks (SDN) and the Internet of Things (IoT)
has led to the emergence of Software Defined Internet of Things (SDIoT) based on …

Event-triggered remote state estimation for cyber-physical systems under malicious DoS attacks

YC Sun, GH Yang - Information Sciences, 2022 - Elsevier
This paper focuses on the problem of event-triggered remote state estimation for cyber-
physical systems (CPSs) under malicious denial-of-service (DoS) attacks. A remote …

Toward an SDN-Based web application firewall: Defending against SQL injection attacks

FM Alotaibi, VG Vassilakis - Future Internet, 2023 - mdpi.com
Web attacks pose a significant threat to enterprises, as attackers often target web
applications first. Various solutions have been proposed to mitigate and reduce the severity …

A critical overview of industrial internet of things security and privacy issues using a layer-based hacking scenario

AH Eyeleko, T Feng - IEEE Internet of Things Journal, 2023 - ieeexplore.ieee.org
We have witnessed significant technological advancement over the past few years,
including the Internet of Things (IoT). The IoT's ability to connect consumer appliances to the …

Privacy-preserving and security in SDN-based IoT: A survey

H Ahmadvand, C Lal, H Hemmati, M Sookhak… - IEEE …, 2023 - ieeexplore.ieee.org
In recent years, the use of Software Defined Networking (SDN) has increased due to various
network management requirements. Using SDN in computer network applications has …

A comprehensive survey on low-rate and high-rate DDoS defense approaches in SDN: taxonomy, research challenges, and opportunities

S Karnani, N Agrawal, R Kumar - Multimedia Tools and Applications, 2024 - Springer
Abstract Software Defined Networking (SDN) expands the networking capabilities using
abstraction, open-source protocols, energy efficiency, and programmable features for …