MCMC for Bayesian estimation of Differential Privacy from Membership Inference Attacks

Ceren Yildirim, Kamer Kaya, Sinan Yildirim +1

We propose a new framework for Bayesian estimation of differential privacy, incorporating evidence from multiple membership inference attacks (MIA). Bayesian estimation is carried…