# CICIDS2017 dataset: performance improvements and validation as a robust intrusion detection system testbed

> Research article (International Journal of Information and Computer Security, 2021) · cited 41× · AI/ML

**Wikidata**: [openalex:W3197357864](https://www.wikidata.org/wiki/openalex:W3197357864)  
**Source**: https://4ort.xyz/entity/cicids2017-dataset-performance-improvements-and-validation-as-a-robust-intrusion-detection-system-testbed