When we are talking about Privacy testing in differential privacy, the main approaches that have currently been developed are:

The above two methods considers the implementation as (Algorithm + Differential Privacy). In this the algorithm could be something like Noisy Max or a machine learning model.


Collection of Relevant Papers

Latest Research Papers on Privacy Attacks(2020-Present)

Relevant Resources

Relevant Survey Papers

Black Box Differential Privacy Evaluation Techniques