wanglun1996/discrete-dp

D^2p-fed: Differentially Private Federated Learning with Efficient Communication

This repository contains the evaluation code for the corresponding submission to ICLR'21.

To reproduce the evaluation results

First, set up the running environment with the setup script.

./setup.sh

Enter the python3.7 virtual environment.

source ./venv/bin/activate

Reproduce the evaluation results by filling in the corresponding parameters:

python simulate.py --device XX --quanlevel XX --nbit XX --dp XX --sigma2 XX