Concepedia

Muhammad Asad

MA

25

Publications

981

Citations

18

H-Index

2017

Active since

Affiliations

Nagoya Institute of Technology(Current)

The University of Tokyo

University of the West of Scotland

Aberystwyth University

Zagazig University

Muhammad Asad is an author at Nagoya Institute of Technology specializing in engineering, data science, and computer science.

Top concepts

EngineeringData ScienceComputer ScienceMachine LearningEdge ComputingInternet Of ThingsFederated LearningPrivacyData PrivacyData Security

Publications per year

2017–2024

25

Publications

25

FedOpt: Towards Communication Efficiency and Privacy Preservation in Federated Learning

Muhammad Asad, Ahmed Moustafa, Takayuki Itō · Applied Sciences · 2020 · 160 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Adaptive Machine Learning Based Distributed Denial-of-Services Attacks Detection and Mitigation System for SDN-Enabled IoT

Muhammad Aslam, Dengpan Ye, Aqil Tariq et al. · Sensors · 2022 · 128 citations · Full text

Engineering, Machine Learning, Iot Security +17

DeepDetect: Detection of Distributed Denial of Service Attacks Using Deep Learning

Muhammad Asad, Muhammad Asim, Talha Javed et al. · The Computer Journal · 2019 · 115 citations

Network Flows, Security Diagnostics, Machine Learning +15

ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans

Mian Muhammad Sadiq Fareed, Shahid Zikria, Gulnaz Ahmed et al. · IEEE Access · 2022 · 90 citations · Full text

Artificial Intelligence, Convolutional Neural Network, Medical Image Segmentation +23

DAD-Net: Classification of Alzheimer’s Disease Using ADASYN Oversampling Technique and Optimized Neural Network

Gulnaz Ahmed, Meng Joo Er, Mian Muhammad Sadiq Fareed et al. · Molecules · 2022 · 55 citations · Full text

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