2 papers
cs.LG2025
A Robust Federated Learning Approach for Combating Attacks Against IoT Systems Under non-IID Challenges
Eyad Gad, Zubair Md Fadlullah, Mostafa M. Fouda
In the context of the growing proliferation of user devices and the concurrent surge in data volumes, the complexities arising from the substantial increase in data have posed form…
cs.NI2025
REDUS: Adaptive Resampling for Efficient Deep Learning in Centralized and Federated IoT Networks
Eyad Gad, Gad Gad, Mostafa M. Fouda +3
With the rise of Software-Defined Networking (SDN) for managing traffic and ensuring seamless operations across interconnected devices, challenges arise when SDN controllers share…