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IEEE Published Article
This article is published by IEEE and the copyright belongs to IEEE. Please visit the IEEE Xplore website for the full text.

Optimizing Differential Privacy: The Role of Model Parallelism and Iteration Subsampling

Keywords

Differential Privacy Model Parallelism Federated Learning Iteration Subsampling Privacy Amplification Machine Learning Security Modeling Privacy Training Parallel processing Machine learning Noise Accuracy Differential privacy Federated learning Printing

Authors

K. Yadav
K. K. Dixit

Publication Details

Publisher
IEEE
Volume
Issue
ISSN