Sequentially Auditing Differential Privacy

Tomás González, Mateo Dulce-Rubio, Aaditya Ramdas +1

We propose a practical sequential test for auditing differential privacy guarantees of black-box mechanisms. The test processes streams of mechanisms' outputs providing anytime-val…