# Effects of Machine Learning Approach in Flow-Based Anomaly Detection on Software-Defined Networking

> Research article (Symmetry, 2019) · cited 62× · AI/ML

**Wikidata**: [openalex:W2987183592](https://www.wikidata.org/wiki/openalex:W2987183592)  
**Source**: https://4ort.xyz/entity/effects-of-machine-learning-approach-in-flow-based-anomaly-detection-on-software-defined-networking
