Memory efficient federated deep learning for intrusion detection in IoT networks
This project is focused on implementing a memory-efficient federated deep neural algorithm for effective security solutions in the Internet of Things (IoT) environment. The evaluation procedure considered both centralized and decentralized scenarios.
Citing this work
If you use this repository for academic research, you are highly to cite the following paper:
@inproceedings{zakariyya2021memory,
title={Memory efficient federated deep learning for intrusion detection in IoT networks.},
author={Zakariyya, Idris and Kalutarage, Harsha and Al-Kadri, M Omar},
year={2021},
organization={CEUR Workshop Proceedings}
}