MC-GEN: Multi-level Clustering for Private Synthetic Data Generation

This repository contains the demo code of paper 'MC-GEN: Multi-level Clustering for Private Synthetic Data Generation' (https://arxiv.org/abs/2205.14298).

Features

• Generate private synthetic datasets

Instruction

Import the MC-GEN into Eclipse as a maven project run the demo:

Step 1 Split your dataset using DataSetSplit.java. It will split the dataset by label and generate the seed datasets for next step.

Step 2 Generate the synthetic dataset using generativeModel.java.

Step 3 Test the synthetic dataset on classification tasks.