Eyad Gad

12 papers C 2Journal 5Unranked 5

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Novel Approach to Breast Cancer Segmentation using U-Net Model with Attention Mechanisms and FedProx. CoRR Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim
2025	J	`jnl`	A Robust Federated Learning Approach for Combating Attacks Against IoT Systems Under non-IID Challenges. CoRR Eyad Gad, Zubair Md Fadlullah, Mostafa M. Fouda
2025	J	`jnl`	Advancing Brain Tumor Segmentation via Attention-based 3D U-Net Architecture and Digital Image Processing. CoRR Eyad Gad, Seif Soliman, M. Saeed Darweesh
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`	A Robust Federated Learning Approach for Combating Attacks Against IoT Systems Under Non-IID Challenges. SmartNets Eyad 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
2023	—	`conf`	A Novel Approach to Breast Cancer Segmentation Using U-Net Model with Attention Mechanisms and FedProx. MIUA Eyad Gad, Mustafa Abou Khatwa, Mustafa A. Elattar, Sahar Selim
2023	C	`conf`	Advancing Brain Tumor Segmentation via Attention-Based 3D U-Net Architecture and Digital Image Processing. MEDI Eyad Gad, Seif Soliman, M. Saeed Darweesh
2022	C	`conf`	A Novel Diagnostic Model for Early Detection of Alzheimer's Disease Based on Clinical and Neuroimaging Features. MEDI Eyad Gad, Aya Gamal, Mustafa A. Elattar, Sahar Selim
2022	—	`conf`	Liver Disease Diagnosis using Tree-Based Machine Learning Algorithms. NILES Eyad Gad, Mustafa Abou Khatwa, Seif Soliman, M. Saeed Darweesh
2021	—	`conf`	Towards Optimized IoT-based Context-aware Video Content Analysis Framework. WF-IoT Gad Gad, Eyad Gad, Bassem Mokhtar