# Fed-UGI: Federated Undersampling Learning Framework With Gini Impurity for Imbalanced Network Intrusion Detection

> Research article (IEEE Transactions on Information Forensics and Security, 2024) · cited 12× · AI/ML

**Wikidata**: [openalex:W4405304552](https://www.wikidata.org/wiki/openalex:W4405304552)  
**Source**: https://4ort.xyz/entity/fed-ugi-federated-undersampling-learning-framework-with-gini-impurity-for-imbalanced-network-intrusion-detection