# Advancing Intrusion Detection in V2X Networks: A Comprehensive Survey on Machine Learning, Federated Learning, and Edge AI for V2X Security

> Research article (IEEE Transactions on Intelligent Transportation Systems, 2025) · cited 37× · AI/ML

**Wikidata**: [openalex:W4410638774](https://www.wikidata.org/wiki/openalex:W4410638774)  
**Source**: https://4ort.xyz/entity/advancing-intrusion-detection-in-v2x-networks-a-comprehensive-survey-on-machine-learning-federated-learning-and-edge-ai-