Towards Optimized IoT-based Context-aware Video Content Analysis Framework. - Gad Gad; Eyad Gad; Bassem Mokhtar (WF-IoT, 2021)

Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System. - Aya Farrag; Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda (GLOBECOM, 2023)

Joint Knowledge Distillation and Local Differential Privacy for Communication-Efficient Federated Learning in Heterogeneous Systems. - Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda; Mohamed I. Ibrahem; Nidal Nasser (GLOBECOM, 2023)

Communication-Efficient Privacy-Preserving Federated Learning via Knowledge Distillation for Human Activity Recognition Systems. - Gad Gad; Zubair Md Fadlullah; Khaled M. Rabie; Mostafa M. Fouda (ICC, 2023)

Communication-Efficient Federated Learning in Drone-Assisted IoT Networks: Path Planning and Enhanced Knowledge Distillation Techniques. - Gad Gad; Aya Farrag; Zubair Md Fadlullah; Mostafa M. Fouda (PIMRC, 2023)

An Explainable AI System for Medical Image Segmentation With Preserved Local Resolution: Mammogram Tumor Segmentation. - Aya Farrag; Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda; Maazen Alsabaan (IEEE Access, 2023)

Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems. - Gad Gad; Zubair Md Fadlullah (Sensors, 2023)

Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks. - Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda; Mohamed I. Ibrahem; Nei Kato (ICC, 2024)

Optimizing VNF Migration in B5G Core Networks: A Machine Learning Approach. - Brahma Reddy Tanuboddi; Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda (SmartNets, 2024)

Combating Malware Traffic in Emerging Networks: A Collaborative Learning Approach. - Harshith Vaitla; Gad Gad; Zubair Md Fadlullah; Mostafa M. Fouda (SmartNets, 2024)

Joint Self-Organizing Maps and Knowledge-Distillation-Based Communication-Efficient Federated Learning for Resource-Constrained UAV-IoT Systems. - Gad Gad; Aya Farrag; Ahmed AboElfotouh; Khaled Bedda; Zubair Md Fadlullah; Mostafa M. Fouda (IEEE Internet Things J., 2024)

Communication-Efficient and Privacy-Preserving Federated Learning via Joint Knowledge Distillation and Differential Privacy in Bandwidth-Constrained Networks. - Gad Gad; Eyad Gad; Zubair Md Fadlullah; Mostafa M. Fouda; Nei Kato (IEEE Trans. Veh. Technol., 2024)

REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks. - Eyad Gad; Gad Gad; Mostafa M. Fouda; Mohamed I. Ibrahem; Muhammad Ismail 001; Zubair Md Fadlullah (CoRR, 2025)