Training with Differential Privacy: A Gradient-Preserving Noise Reduction Approach with Provable Security

Haodi Wang, Tangyu Jiang, Yu Guo +3

Deep learning models have been extensively adopted in various regions due to their ability to represent hierarchical features, which highly rely on the training set and procedures.…