Privacy-Preserving Decentralized Federated Learning via Explainable Adaptive Differential Privacy

Fardin Jalil Piran, Zhiling Chen, Yang Zhang +3

Decentralized federated learning enables collaborative model training without a central server, but shared model updates can still leak sensitive information through inversion, rec…