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ORCIDGad Gad
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2020 – today
- 2024
[j4]Gad Gad
, Aya Farrag, Ahmed AboElfotouh, Khaled Bedda, Zubair Md. Fadlullah, Mostafa M. Fouda:
Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems. IEEE Internet Things J. 11(9): 15504-15522 (2024)- [j3]Gad Gad, Eyad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Nei Kato:
Communication-Efficient and Privacy-Preserving Federated Learning via Joint Knowledge Distillation and Differential Privacy in Bandwidth-Constrained Networks. IEEE Trans. Veh. Technol. 73(11): 17586-17601 (2024) - [c8]Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nei Kato:
Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks. ICC 2024: 3476-3481 - [c7]Brahma Reddy Tanuboddi, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda:
Optimizing VNF Migration in B5G Core Networks: A Machine Learning Approach. SmartNets 2024: 1-5 - [c6]Harshith Vaitla, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda:
Combating Malware Traffic in Emerging Networks: A Collaborative Learning Approach. SmartNets 2024: 1-6 - 2023
- [j2]Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Maazen Alsabaan:
An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation. IEEE Access 11: 125543-125561 (2023) - [j1]Gad Gad, Zubair Md. Fadlullah:
Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems. Sensors 23(1): 6 (2023) - [c5]Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda:
Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System. GLOBECOM 2023: 314-319 - [c4]Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nidal Nasser:
Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. GLOBECOM 2023: 2051-2056 - [c3]Gad Gad, Zubair Md. Fadlullah, Khaled M. Rabie, Mostafa M. Fouda:
Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems. ICC 2023: 1572-1578 - [c2]Gad Gad, Aya Farrag, Zubair Md. Fadlullah, Mostafa M. Fouda:
Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques. PIMRC 2023: 1-7 - 2021
- [c1]Gad Gad, Eyad Gad, Bassem Mokhtar:
Towards Optimized IoT-based Context-aware Video Content Analysis Framework. WF-IoT 2021: 46-50
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