# Multi-level fine-tuning, data augmentation, and few-shot learning for specialized cyber threat intelligence

> Research article (Computers & Security, 2023) · cited 30× · AI/ML

**Wikidata**: [openalex:W4385973016](https://www.wikidata.org/wiki/openalex:W4385973016)  
**Source**: https://4ort.xyz/entity/multi-level-fine-tuning-data-augmentation-and-few-shot-learning-for-specialized-cyber-threat-intelligence