# A Network Security Situation Element Extraction Method Based on Conditional Generative Adversarial Network and Transformer

> Research article (IEEE Access, 2022) · cited 14× · AI/ML

**Wikidata**: [openalex:W4312666365](https://www.wikidata.org/wiki/openalex:W4312666365)  
**Source**: https://4ort.xyz/entity/a-network-security-situation-element-extraction-method-based-on-conditional-generative-adversarial-network-and-transform