Dealer: An End-to-End Model Marketplace with Differential Privacy

Code for implementation of Demonstration of Dealer: An End-to-End Model Marketplace with Differential Privacy

Dealer, an enD-to-end model marketplace with differential privacy, is a marketplace for machine learning models. Dealer consists of three entities, data owners, the broker, and model buyers. Data owners receive compensation for their data usages allocated by the broker; The broker collects data from data owners, builds and sells models to model buyers; Model buyers buy their target models from the broker.

Reference: [Demo] [Theories]

Prerequisites

• Back End: Django
• Font End: React