# ImagTIDS: an internet of things intrusion detection framework utilizing GADF imaging encoding and improved Transformer

> Research article (Complex & Intelligent Systems, 2024) · cited 16× · AI/ML

**Wikidata**: [openalex:W4405739351](https://www.wikidata.org/wiki/openalex:W4405739351)  
**Source**: https://4ort.xyz/entity/imagtids-an-internet-of-things-intrusion-detection-framework-utilizing-gadf-imaging-encoding-and-improved-transformer