The DPI Demo Jupyter Notebook is designed for Ensuring Strict Differential Privacy for Infinite Data Streaming, as detailed in the corresponding IEEE S&P 2024 paper.
Before using the notebook, ensure you have the following installed:
- Python 3.x
- Required Python libraries:
numpy,scipy,sklearn
To set up your environment to run this notebook, follow these steps:
- Clone the repository or download the DPI Demo notebook.
- Install Python 3.x if not already installed.
- Install required Python libraries:
pip install numpy scipy sklearn
To run the script, navigate to the script's directory and use the following command:
python DPI_DEMO_script.py