Performative Privacy: When Differential Privacy Maximizes Utility
It is shown, through a theoretical study of the dynamics and numerical experiments, that a finite privacy budget can outperform non-private estimation in the long term when the feedback loop between leakage and participation is sufficiently strong.
Uddalak Mukherjee, Edwige Cyffers, Y. Chevaleyre
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