# Early Detection of Abnormal Attacks in Software-Defined Networking Using Machine Learning Approaches

> Research article (Symmetry, 2022) · cited 24× · AI/ML

**Wikidata**: [openalex:W4282559066](https://www.wikidata.org/wiki/openalex:W4282559066)  
**Source**: https://4ort.xyz/entity/early-detection-of-abnormal-attacks-in-software-defined-networking-using-machine-learning-approaches