# Ransomware classification using patch-based CNN and self-attention network on embedded N-grams of opcodes

> Research article (Future Generation Computer Systems, 2019) · cited 130× · AI/ML

**Wikidata**: [openalex:W2974072230](https://www.wikidata.org/wiki/openalex:W2974072230)  
**Source**: https://4ort.xyz/entity/ransomware-classification-using-patch-based-cnn-and-self-attention-network-on-embedded-n-grams-of-opcodes