# Dual-stage intrusion detection for class imbalance scenarios

> Research article (Computer Fraud & Security, 2019) · cited 19× · AI/ML

**Wikidata**: [openalex:W2994902461](https://www.wikidata.org/wiki/openalex:W2994902461)  
**Source**: https://4ort.xyz/entity/dual-stage-intrusion-detection-for-class-imbalance-scenarios