Model-Consistent Byzantine-Resilient Decentralized Federated Learning for Collaborative Missions

Yue Li, Sudip Bhujel, Cameron Lira +2

Decentralized federated learning (DFL) is a promising paradigm for autonomous nodes to collaboratively train AI models without relying on a central server. However, existing DFL so…