Enforcing differential privacy in Python
Project description
PrivJail
PrivJail (Privacy Jail) enforces differential privacy in Python.
Warning: This project is in development and not recommended for production use.
Security and stability are not guaranteed, and breaking changes may occur. Use at your own risk.
Getting Started
To install PrivJail:
pip install privjail
To run a decision tree example:
cd examples/
./download_dataset.bash
python decision_tree.py
Development
This project is managed using uv.
Launch a REPL with PrivJail loaded:
uv run python
Test:
uv run pytest
Type check:
uv run mypy --strict src/ test/
License
This project is licensed under the Apache License 2.0 - see the LICENSE file for details.
Copyright 2025 TOYOTA MOTOR CORPORATION.
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