# Network anomaly detection using IP flows with Principal Component Analysis and Ant Colony Optimization

> Research article (Journal of Network and Computer Applications, 2016) · cited 71× · AI/ML

**Wikidata**: [openalex:W2266096763](https://www.wikidata.org/wiki/openalex:W2266096763)  
**Source**: https://4ort.xyz/entity/network-anomaly-detection-using-ip-flows-with-principal-component-analysis-and-ant-colony-optimization