Byzantine-Resilient Federated Large Language Model via Hypergraph Message Passing

Kai Li, Hanlin Cai, Zihao Liu +5

Federated Large Language Models (FedLLMs) are promising to deliver privacy-preserving, collaborative intelligence. The decentralized training process is vulnerable to Byzantine att…