# Generating realistic cyber data for training and evaluating machine learning classifiers for network intrusion detection systems

> Research article (Expert Systems with Applications, 2022) · cited 39× · AI/ML

**Wikidata**: [openalex:W4283773335](https://www.wikidata.org/wiki/openalex:W4283773335)  
**Source**: https://4ort.xyz/entity/generating-realistic-cyber-data-for-training-and-evaluating-machine-learning-classifiers-for-network-intrusion-detection