# Network intrusion detection using machine learning approaches: Addressing data imbalance

> Research article (IET Cyber-Physical Systems Theory & Applications, 2021) · cited 28× · AI/ML

**Wikidata**: [openalex:W3176102326](https://www.wikidata.org/wiki/openalex:W3176102326)  
**Source**: https://4ort.xyz/entity/network-intrusion-detection-using-machine-learning-approaches-addressing-data-imbalance