Privacy-Utility trade-off for code completion

This repository aims to measure and plot the privacy-utility trade-off for code completion tasks.

Running the notebook

To run the Privacy-Utility trade-off.ipynb notebook:

• Make sure Python is installed.
• Clone the repository:
  • git clone <URL>
• Create virtual environment (optional/recommended)
  • using venv:

   python -m venv venv
   source venv/bin/activate       # On macOS/Linux
   venv\Scripts\activate          # On Windows

  • alternatively using conda:

    conda create -n myenv python=3.14 -y
    conda activate myenv

• Install dependencies:

  pip install -r requirements.txt

• Launch Jupyter Notebook:

  jupyter notebook

  When the notebook interface opens in your browser, navigate to the .ipynb file and open it.