| 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 | 254 | 2022 |
| Fedopt: Towards communication efficiency and privacy preservation in federated learning M Asad, A Moustafa, T Ito Applied Sciences 10 (8), 2864, 2020 | 169 | 2020 |
| 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 | 110 | 2022 |
| 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 | 62 | 2021 |
| Federated Learning Versus Classical Machine Learning: A Convergence Comparison TI Muhammad Asad, Ahmed Moustafa 15th International Conference on Knowledge, Information and Creativity …, 2020 | 59* | 2020 |
| A critical evaluation of privacy and security threats in federated learning M Asad, A Moustafa, C Yu Sensors 20 (24), 7182, 2020 | 47 | 2020 |
| 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 | 44 | 2022 |
| 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 | 44 | 2022 |
| 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 | 32 | 2021 |
| 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 | 25 | 2023 |
| 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 | 23 | 2022 |
| 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 | 21 | 2021 |
| 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 | 21 | 2017 |
| Limitations and future aspects of communication costs in federated learning: A survey M Asad, S Shaukat, D Hu, Z Wang, E Javanmardi, J Nakazato, M Tsukada Sensors 23 (17), 7358, 2023 | 18 | 2023 |
| Shfl: K-anonymity-based secure hierarchical federated learning framework for smart healthcare systems M Asad, M Aslam, SF Jilani, S Shaukat, M Tsukada Future Internet 14 (11), 338, 2022 | 17 | 2022 |
| Secure and efficient blockchain-based federated learning approach for VANETs M Asad, S Shaukat, E Javanmardi, J Nakazato, N Bao, M Tsukada IEEE Internet of Things Journal, 2023 | 16 | 2023 |
| 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 | 15 | 2020 |
| 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 | 15 | 2020 |
| 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 | 15 | 2014 |
| Spiral mobility based on optimized clustering for optimal data extraction in WSNs M Asad, Y Nianmin, M Aslam Technologies 6 (1), 35, 2018 | 13 | 2018 |
Dr. Muhammad AslamDepartment of Computer Science, Aberystwyth University, UKEmail verificata su aber.ac.uk