Pramod Dhungana

ProxyGuard: Direct Reliability Inference for Randomized Data Release Mechanisms with Shared Targets

It is shown that the mean-only penalty is sharp and derive a smooth-score certificate with additive target concentration, and direct shared-target mode evaluates independent mechanism draws on a common target, lower-bounds their favorable-score rate, and subtracts a bound on favorable scores contributed by invalid rele...