Generalised Likelihood Ratio Testing Adversaries through the Differential Privacy Lens

Georgios Kaissis, Alexander Ziller, Stefan Kolek Martinez de Azagra +1

Differential Privacy (DP) provides tight upper bounds on the capabilities of optimal adversaries, but such adversaries are rarely encountered in practice. Under the hypothesis test…