# An intelligent ransomware based cyberthreat detection model using multi head attention-based recurrent neural networks with optimization algorithm in IoT environment

> Research article (Scientific Reports, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4408294630](https://www.wikidata.org/wiki/openalex:W4408294630)  
**Source**: https://4ort.xyz/entity/an-intelligent-ransomware-based-cyberthreat-detection-model-using-multi-head-attention-based-recurrent-neural-networks-w