# Hybrid Intrusion Detection using MapReduce based Black Widow Optimized Convolutional Long Short-Term Memory Neural Networks

> Research article (Expert Systems with Applications, 2022) · cited 162× · AI/ML

**Wikidata**: [openalex:W4206931805](https://www.wikidata.org/wiki/openalex:W4206931805)  
**Source**: https://4ort.xyz/entity/hybrid-intrusion-detection-using-mapreduce-based-black-widow-optimized-convolutional-long-short-term-memory-neural-netwo