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 …

A survey on 6G enabled light weight authentication protocol for UAVs, security, open research issues and future directions

AS Khan, MA Sattar, K Nisar, AAA Ibrahim, NB Annuar… - Applied Sciences, 2022 - mdpi.com
This paper demonstrates a broad exploration of existing authentication and secure
communication of unmanned aerial vehicles (UAVs) in a '6G network'. We begin with an …

Anomaly detection using deep neural network for IoT architecture

Z Ahmad, A Shahid Khan, K Nisar, I Haider, R Hassan… - Applied Sciences, 2021 - mdpi.com
The revolutionary idea of the internet of things (IoT) architecture has gained enormous
popularity over the last decade, resulting in an exponential growth in the IoT networks …

Blockchain technology and artificial intelligence based decentralized access control model to enable secure interoperability for healthcare

SK Rana, SK Rana, K Nisar, AA Ag Ibrahim, AK Rana… - Sustainability, 2022 - mdpi.com
Healthcare, one of the most important industries, is data-oriented, but most of the research in
this industry focuses on incorporating the internet of things (IoT) or connecting medical …

Analyzing RNA-seq gene expression data using deep learning approaches for cancer classification

L Rukhsar, WH Bangyal, MS Ali Khan, AA Ag Ibrahim… - Applied Sciences, 2022 - mdpi.com
Ribonucleic acid Sequencing (RNA-Seq) analysis is particularly useful for obtaining insights
into differentially expressed genes. However, it is challenging because of its high …

Constructing domain ontology for Alzheimer disease using deep learning based approach

WH Bangyal, NU Rehman, A Nawaz, K Nisar… - Electronics, 2022 - mdpi.com
Facts can be exchanged in multiple fields with the help of disease-specific ontologies. A
range of diverse values can be produced by mining ontological approaches for …

Low rate DDoS detection using weighted federated learning in SDN control plane in IoT network

MN Ali, M Imran, MS din, BS Kim - Applied Sciences, 2023 - mdpi.com
The Internet of things (IoT) has opened new dimensions of novel services and computing
power for modern living standards by introducing innovative and smart solutions. Due to the …

An improved particle swarm optimization algorithm for data classification

WH Bangyal, K Nisar, TR Soomro, AA Ag Ibrahim… - Applied Sciences, 2022 - mdpi.com
Optimisation-based methods are enormously used in the field of data classification. Particle
Swarm Optimization (PSO) is a metaheuristic algorithm based on swarm intelligence, widely …

Intelligent load-balancing framework for fog-enabled communication in healthcare

S Malik, K Gupta, D Gupta, A Singh, M Ibrahim… - Electronics, 2022 - mdpi.com
The present technological era significantly makes use of Internet-of-Things (IoT) devices for
offering and implementing healthcare services. Post COVID-19, the future of the healthcare …

Improved opposition-based particle swarm optimization algorithm for global optimization

N Ul Hassan, WH Bangyal, MS Ali Khan, K Nisar… - Symmetry, 2021 - mdpi.com
Particle Swarm Optimization (PSO) has been widely used to solve various types of
optimization problems. An efficient algorithm must have symmetry of information between …