# Federated learning attack surface: taxonomy, cyber defences, challenges, and future directions

> Research article (Artificial Intelligence Review, 2021) · cited 51× · AI/ML

**Wikidata**: [openalex:W3211851540](https://www.wikidata.org/wiki/openalex:W3211851540)  
**Source**: https://4ort.xyz/entity/federated-learning-attack-surface-taxonomy-cyber-defences-challenges-and-future-directions