# APELID: Enhancing real-time intrusion detection with augmented WGAN and parallel ensemble learning

> Research article (Computers & Security, 2023) · cited 40× · AI/ML

**Wikidata**: [openalex:W4388010540](https://www.wikidata.org/wiki/openalex:W4388010540)  
**Source**: https://4ort.xyz/entity/apelid-enhancing-real-time-intrusion-detection-with-augmented-wgan-and-parallel-ensemble-learning