Research Article

Privacy-Enhanced Data Fusion for Federated Learning Empowered Internet of Things

Algorithm 2

Global data fusion with differential privacy protection.
Input: Local model parameter , privacy budget , sensitivity , and Gaussian noise to be added satisfying
Output: Global model parameter to be released
(1)for each FL-based data fusion center do
(2) Calculate the weighted average model by
(3) Add Gaussian noise by , where
(4)end for