Gad Gad

14 papers B 3Journal 5Unranked 6

Year	Rank	Type	Title / Venue / Authors
2025	—	`conf`	REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks. ICC Eyad Gad, Gad Gad, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2025	J	`jnl`	REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks. CoRR Eyad Gad, Gad Gad, Mostafa M. Fouda, Mohamed I. Ibrahem, Muhammad Ismail, Zubair Md Fadlullah
2024	—	`conf`	Combating Malware Traffic in Emerging Networks: A Collaborative Learning Approach. SmartNets Harshith Vaitla, Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda
2024	J	`jnl`	Communication-Efficient and Privacy-Preserving Federated Learning via Joint Knowledge Distillation and Differential Privacy in Bandwidth-Constrained Networks. IEEE Trans. Veh. Technol. Gad Gad, Eyad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Nei Kato
2024	—	`conf`	Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks. ICC Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nei Kato
2024	J	`jnl`	Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems. IEEE Internet Things J. Gad Gad, Aya Farrag, Ahmed AboElfotouh, Khaled Bedda, Zubair Md Fadlullah, Mostafa M. Fouda
2024	—	`conf`	Optimizing VNF Migration in B5G Core Networks: A Machine Learning Approach. SmartNets Brahma Reddy Tanuboddi, Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda
2023	J	`jnl`	An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation. IEEE Access Aya Farrag, Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Maazen Alsabaan
2023	B	`conf`	Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques. PIMRC Gad Gad, Aya Farrag, Zubair Md Fadlullah, Mostafa M. Fouda
2023	—	`conf`	Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems. ICC Gad Gad, Zubair Md Fadlullah, Khaled M. Rabie, Mostafa M. Fouda
2023	J	`jnl`	Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems. Sensors Gad Gad, Zubair Md Fadlullah
2023	B	`conf`	Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. GLOBECOM Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nidal Nasser
2023	B	`conf`	Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System. GLOBECOM Aya Farrag, Gad Gad, Zubair Md Fadlullah, Mostafa M. Fouda
2021	—	`conf`	Towards Optimized IoT-based Context-aware Video Content Analysis Framework. WF-IoT Gad Gad, Eyad Gad, Bassem Mokhtar