Defines capacity-bounded differential privacy via restricted f-divergences to model adversaries limited by function class capacity.
Estimating divergence functionals and the likelihood ratio by convex risk minimization.IEEE Transactions on Information Theory, 56(11):5847–5861, 2010
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Capacity Bounded Differential Privacy
Defines capacity-bounded differential privacy via restricted f-divergences to model adversaries limited by function class capacity.