# Advanced Hybrid Transformer-CNN Deep Learning Model for Effective Intrusion Detection Systems with Class Imbalance Mitigation Using Resampling Techniques

> Research article (Future Internet, 2024) · cited 35× · AI/ML

**Wikidata**: [openalex:W4405722007](https://www.wikidata.org/wiki/openalex:W4405722007)  
**Source**: https://4ort.xyz/entity/advanced-hybrid-transformer-cnn-deep-learning-model-for-effective-intrusion-detection-systems-with-class-imbalance-mitig