DPVisCreator

Here is the official implementation of system prototype in paper "DPVisCreator: Incorporating pattern constraints to privacy-preserving visualization via differential privacy".

We implemented the frontend and backend seprately. They could be found in the folder /front-end and /back-end.

Operating Instruction

• create virtual environment
  • conda create -n dpvis python=3.8
  • conda activate dpvis
• Run the backend locally
  • cd back-end
  • pip install -r requirements.txt
  • mkdir priv_bayes/out/
  • python manage.py runserver
• Run the frontend locally
  • cd front-end
  • npm install
  • npm start