HPS

This package is built based on the paper "Enhanced Privacy Bound for Shuffle Model with Personalized Privacy".

Usage

Test privacy amplification effect when fix $\delta$:

python evaluate_bounds.py

Test privacy amplification effect when fix $\epsilon$:

python evaluate_bounds_delta.py