# A comparative study of machine learning and deep learning models in binary and multiclass classification for intrusion detection systems

> Research article (Array, 2025) · cited 24× · AI/ML

**Wikidata**: [openalex:W4410246017](https://www.wikidata.org/wiki/openalex:W4410246017)  
**Source**: https://4ort.xyz/entity/a-comparative-study-of-machine-learning-and-deep-learning-models-in-binary-and-multiclass-classification-for-intrusion-d