# Comparative study of ML models for IIoT intrusion detection: impact of data preprocessing and balancing

> Research article (Neural Computing and Applications, 2024) · cited 43× · AI/ML

**Wikidata**: [openalex:W4391733508](https://www.wikidata.org/wiki/openalex:W4391733508)  
**Source**: https://4ort.xyz/entity/comparative-study-of-ml-models-for-iiot-intrusion-detection-impact-of-data-preprocessing-and-balancing