# ALSNAP: Attention-based long and short-period network security situation prediction

> Research article (Ad Hoc Networks, 2023) · cited 19× · AI/ML

**Wikidata**: [openalex:W4385989291](https://www.wikidata.org/wiki/openalex:W4385989291)  
**Source**: https://4ort.xyz/entity/alsnap-attention-based-long-and-short-period-network-security-situation-prediction