# Ransomware early detection using deep reinforcement learning on portable executable header

> Research article (Cluster Computing, 2023) · cited 28× · AI/ML

**Wikidata**: [openalex:W4379879883](https://www.wikidata.org/wiki/openalex:W4379879883)  
**Source**: https://4ort.xyz/entity/ransomware-early-detection-using-deep-reinforcement-learning-on-portable-executable-header