Gad Gad

According to our database, Gad Gad authored at least 12 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

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., November, 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., May, 2024

Combating Malware Traffic in Emerging Networks: A Collaborative Learning Approach.

Harshith Vaitla, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the International Conference on Smart Applications, 2024

Optimizing VNF Migration in B5G Core Networks: A Machine Learning Approach.

Brahma Reddy Tanuboddi, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the International Conference on Smart Applications, 2024

Federated Learning With Selective Knowledge Distillation Over Bandwidth-constrained Wireless Networks.

Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda, Mohamed I. Ibrahem, Nei Kato

Proceedings of the IEEE International Conference on Communications, 2024

2023

Federated Learning via Augmented Knowledge Distillation for Heterogenous Deep Human Activity Recognition Systems.

Gad Gad, Zubair Md. Fadlullah

Sensors, 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

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

Proceedings of the 34th IEEE Annual International Symposium on Personal, 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

Proceedings of the IEEE International Conference on Communications, 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

Proceedings of the IEEE Global Communications Conference, 2023

Mammogram Tumor Segmentation with Preserved Local Resolution: An Explainable AI System.

Aya Farrag, Gad Gad, Zubair Md. Fadlullah, Mostafa M. Fouda

Proceedings of the IEEE Global Communications Conference, 2023

2021

Towards Optimized IoT-based Context-aware Video Content Analysis Framework.

Gad Gad, Eyad Gad, Bassem Mokhtar

Proceedings of the 7th IEEE World Forum on Internet of Things, 2021