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Muhammad ASAD
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Year
Deep learning-based change detection in remote sensing images: A review
A Shafique, G Cao, Z Khan, M Asad, M Aslam
Remote Sensing 14 (4), 871, 2022
1302022
FedOpt: Towards communication efficiency and privacy preservation in federated learning
M Asad, A Moustafa, T Ito
Applied Sciences 10 (8), 2864, 2020
972020
Adaptive machine learning based distributed denial-of-services attacks detection and mitigation system for SDN-enabled IoT
M Aslam, D Ye, A Tariq, M Asad, M Hanif, D Ndzi, SA Chelloug, MA Elaziz, ...
Sensors 22 (7), 2697, 2022
552022
Evaluating the communication efficiency in federated learning algorithms
M Asad, A Moustafa, T Ito, M Aslam
2021 IEEE 24th International Conference on Computer Supported Cooperative …, 2021
422021
A critical evaluation of privacy and security threats in federated learning
M Asad, A Moustafa, C Yu
Sensors 20 (24), 7182, 2020
332020
Federated learning versus classical machine learning: A convergence comparison
M Asad, A Moustafa, T Ito
arXiv preprint arXiv:2107.10976, 2021
322021
HADCC: hybrid advanced distributed and centralized clustering path planning algorithm for WSNs
M Aslam, EU Munir, M Bilal, M Asad, A Ali, T Shah, S Bilal
2014 IEEE 28th International Conference on Advanced Information Networking …, 2014
202014
CEEP-FL: A comprehensive approach for communication efficiency and enhanced privacy in federated learning
M Asad, A Moustafa, M Aslam
Applied Soft Computing 104, 107235, 2021
192021
MAHEE: Multi-hop advance heterogeneity-aware energy efficient path planning algorithm for wireless sensor networks
N Ayoub, M Asad, M Aslam, Z Gao, EU Munir, R Tobji
2017 IEEE Pacific Rim Conference on Communications, Computers and Signal …, 2017
182017
Dad-net: Classification of alzheimer’s disease using adasyn oversampling technique and optimized neural network
G Ahmed, MJ Er, MMS Fareed, S Zikria, S Mahmood, J He, M Asad, ...
Molecules 27 (20), 7085, 2022
162022
The role of authentic leadership in shaping performance feedback reactions: the mediating role of trust in leader
M Asad, G Dastgeer, N Uz Zaman, Z Khalid, MA Brohi, A Bibi
South Asian Journal of Human Resources Management 9 (1), 33-52, 2022
142022
Application-aware SDN-based iterative reconfigurable routing protocol for Internet of Things (IoT)
A Shafique, G Cao, M Aslam, M Asad, D Ye
Sensors 20 (12), 3521, 2020
142020
Spiral mobility based on optimized clustering for optimal data extraction in WSNs
M Asad, Y Nianmin, M Aslam
Technologies 6 (1), 35, 2018
122018
THF: 3-way hierarchical framework for efficient client selection and resource management in federated learning
M Asad, A Moustafa, FA Rabhi, M Aslam
IEEE Internet of Things Journal 9 (13), 11085-11097, 2021
112021
IoT enabled adaptive clustering based energy efficient routing protocol for wireless sensor networks
M Asad, M Aslam, Y Nianmin, N Ayoub, KI Qureshi, EU Munir
International Journal of Ad Hoc and Ubiquitous Computing 32 (2), 133-145, 2019
112019
Machine learning based SDN-enabled distributed denial-of-services attacks detection and mitigation system for Internet of Things
M Aslam, D Ye, M Hanif, M Asad
Machine Learning for Cyber Security: Third International Conference, ML4CS …, 2020
92020
Multihopping multilevel clustering heterogeneity-sensitive optimized routing protocol for wireless sensor networks
M Aslam, F Wang, X Hu, M Asad, EU Munir
Journal of Sensors 2017, 2017
92017
ADD-Net: An Effective Deep Learning Model for Early Detection of Alzheimer Disease in MRI Scans
MMS Fareed, S Zikria, G Ahmed, S Mahmood, M Aslam, SF Jillani, ...
IEEE Access 10, 96930-96951, 2022
72022
A Comprehensive Survey on Privacy-Preserving Techniques in Federated Recommendation Systems
M Asad, S Shaukat, E Javanmardi, J Nakazato, M Tsukada
Applied Sciences 13 (10), 6201, 2023
52023
Multi‐hop similarity‐based‐clustering framework for IoT‐Oriented Software‐Defined wireless sensor networks
A Shafique, M Asad, M Aslam, S Shaukat, G Cao
IET Wireless Sensor Systems 12 (2), 67-80, 2022
52022
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Articles 1–20