Enhancing Intrusion Detection with Explainable AI: A Transparent Approach to Network Security

Published Online: Mar 23, 2024

Page range: 98 - 117

Received: Sep 27, 2023

Accepted: Dec 14, 2023

DOI: https://doi.org/10.2478/cait-2024-0006

Keywords

Cyber security, Intrusion Detection System (IDS), Hybrid feature selection, SMOTE, Light Gradient Boosting Machine (LGBM)

© 2024 Seshu Bhavani Mallampati et al., published by Sciendo

This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.