Adaptive Decentralized Federated Learning for Robust Optimization

Shuyuan Wu, Feifei Wang, Yuan Gao +2

In decentralized federated learning (DFL), the presence of abnormal clients, often caused by noisy or poisoned data, can significantly disrupt the learning process and degrade the…