A New Dimensionality Reduction Method Based on Hensel's Compression for Privacy Protection in Federated Learning

Ahmed El Ouadrhiri, Ahmed Abdelhadi

Differential privacy (DP) is considered a de-facto standard for protecting users' privacy in data analysis, machine, and deep learning. Existing DP-based privacy-preserving trainin…