conftrace_

wasserstein mechanism

2 papers

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Co-occurring keywords · papers mentioning both

contractive noisy iterations (1) private convex optimization (1) shift reduction lemmas (1) distribution privacy (1) property inference attack (1) pufferfish privacy (1) gaussian mechanism (1) privacy-utility trade-off (1) renyi divergence (1) differential privacy (1)

Papers

Rényi Pufferfish Privacy: General Additive Noise Mechanisms and Privacy Amplification by Iteration via Shift Reduction Lemmas ICML 2024 Protecting Global Properties of Datasets with Distribution Privacy Mechanisms AISTATS 2023