# An Adaptive Framework for Intrusion Detection in IoT Security Using MAML (Model-Agnostic Meta-Learning)

> Research article (Sensors, 2025) · cited 12× · AI/ML

**Wikidata**: [openalex:W4409455823](https://www.wikidata.org/wiki/openalex:W4409455823)  
**Source**: https://4ort.xyz/entity/an-adaptive-framework-for-intrusion-detection-in-iot-security-using-maml-model-agnostic-meta-learning