Resource Efficient Boosting Method for IoT Security Monitoring

This project is focused on implementing a resource-efficient boosting algorithm for effective security solutions in the Internet of Things (IoT) environment. The chosen Machine Learning technique for this project is LightGBM (LGBM).

Citing this work

If you use this repository for academic research, you are highly encouraged to cite the following paper:

@inproceedings{zakariyya2021resource,
title={Resource efficient boosting method for IoT security monitoring},
author={Zakariyya, Idris and Al-Kadri, M Omar and Kalutarage, Harsha},
booktitle={2021 IEEE 18th Annual Consumer Communications & Networking Conference (CCNC)},
pages={1--6},
year={2021},
organization={IEEE}
}