Balancing Utility and Privacy: Dynamically Private SGD with Random Projection

Zhanhong Jiang, Md Zahid Hasan, Nastaran Saadati +3

Stochastic optimization is a pivotal enabler in modern machine learning, producing effective models for various tasks. However, several existing works have shown that model paramet…