# GAN augmentation to deal with imbalance in imaging-based intrusion detection

> Research article (Future Generation Computer Systems, 2021) · cited 134× · AI/ML

**Wikidata**: [openalex:W3157331533](https://www.wikidata.org/wiki/openalex:W3157331533)  
**Source**: https://4ort.xyz/entity/gan-augmentation-to-deal-with-imbalance-in-imaging-based-intrusion-detection