# Hybrid Neural Network-Based Intrusion Detection System: Leveraging LightGBM and MobileNetV2 for IoT Security

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

**Wikidata**: [openalex:W4407790276](https://www.wikidata.org/wiki/openalex:W4407790276)  
**Source**: https://4ort.xyz/entity/hybrid-neural-network-based-intrusion-detection-system-leveraging-lightgbm-and-mobilenetv2-for-iot-security