# Network Traffic Anomaly Detection Using Shallow Packet Inspection and Parallel K-means Data Clustering

> Research article (Studies in Informatics and Control, 2017) · cited 12× · AI/ML

**Wikidata**: [openalex:W2775053830](https://www.wikidata.org/wiki/openalex:W2775053830)  
**Source**: https://4ort.xyz/entity/network-traffic-anomaly-detection-using-shallow-packet-inspection-and-parallel-k-means-data-clustering