Work / Project

Differential Learning

Learning from distributed data with differential privacy.

Area

Machine learning · Privacy

Format

Technical project

Source

GitHub (opens in a new tab)

Overview

The project.

Exploring learning across distributed data while incorporating differential privacy.

Built with

Federated learning with differential privacy — DPAdam, gradient clustering.

Status

Technical project; no privacy guarantee or measured result is asserted here.

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