# A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory

> Research article (Knowledge and Information Systems, 2025) · cited 22× · AI/ML

**Wikidata**: [openalex:W4409488272](https://www.wikidata.org/wiki/openalex:W4409488272)  
**Source**: https://4ort.xyz/entity/a-new-flow-based-approach-for-enhancing-botnet-detection-efficiency-using-convolutional-neural-networks-and-long-short-t