Privacy-enhanced federated learning via asynchronous aggregation and local differential perturbation

Zhen Zhong, Shini Yang, Liesheng Wei

This study proposes a privacy-enhanced federated learning framework to address secure collaborative training in distributed data environments. The framework integrates Dynamic Diff…