# Federated Learning-Based Model to Lightweight IDSs for Heterogeneous IoT Networks: State-of-the-Art, Challenges, and Future Directions

> Research article (IEEE Access, 2024) · cited 15× · AI/ML

**Wikidata**: [openalex:W4402508536](https://www.wikidata.org/wiki/openalex:W4402508536)  
**Source**: https://4ort.xyz/entity/federated-learning-based-model-to-lightweight-idss-for-heterogeneous-iot-networks-state-of-the-art-challenges-and-future