# Manipulating the Byzantine: Optimizing Model Poisoning Attacks and Defenses for Federated Learning

> Research article (Proceedings 2021 Network and Distributed System Security Symposium, 2021) · cited 497× · AI/ML

**Wikidata**: [openalex:W3138153888](https://www.wikidata.org/wiki/openalex:W3138153888)  
**Source**: https://4ort.xyz/entity/manipulating-the-byzantine-optimizing-model-poisoning-attacks-and-defenses-for-federated-learning
