Bounds on the Posterior-to-Prior Ratios for Inclusion Belief under Bounded Differential Privacy arxiv.org
Arxiv paper bounding how much DP releases can move inclusion beliefs, with Gaussian-mechanism failure-probability math.
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01 02 Audits four ways to estimate identity-level ε for face generators, and yes, the answer depends on hyperparameters.