# Deep learning for network security: an Attention-CNN-LSTM model for accurate intrusion detection

> Research article (Scientific Reports, 2025) · cited 21× · AI/ML

**Wikidata**: [openalex:W4411848178](https://www.wikidata.org/wiki/openalex:W4411848178)  
**Source**: https://4ort.xyz/entity/deep-learning-for-network-security-an-attention-cnn-lstm-model-for-accurate-intrusion-detection