# A novel multi-scale CNN and Bi-LSTM arbitration dense network model for low-rate DDoS attack detection

> Research article (Scientific Reports, 2024) · cited 22× · AI/ML

**Wikidata**: [openalex:W4392386117](https://www.wikidata.org/wiki/openalex:W4392386117)  
**Source**: https://4ort.xyz/entity/a-novel-multi-scale-cnn-and-bi-lstm-arbitration-dense-network-model-for-low-rate-ddos-attack-detection