# KDD Cup 99 Data Sets: A Perspective on the Role of Data Sets in Network Intrusion Detection Research

> Research article (Computer, 2019) · cited 145× · AI/ML

**Wikidata**: [openalex:W2922628727](https://www.wikidata.org/wiki/openalex:W2922628727)  
**Source**: https://4ort.xyz/entity/kdd-cup-99-data-sets-a-perspective-on-the-role-of-data-sets-in-network-intrusion-detection-research