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privacy amplification

29 papers

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Co-occurring keywords

differential privacy (1016) federated learning (1333) stochastic gradient descent (1091) shuffle model (11) renyi differential privacy (12) local differential privacy (73) gaussian differential privacy (7) personalized privacy (3) privacy profile (2) distributed mean estimation (9)

Papers

Privacy Amplification by Mixing and Diffusion Mechanisms NIPS 2019
Poission Subsampled Rényi Differential Privacy ICML 2019
Oblivious Sampling Algorithms for Private Data Analysis NIPS 2019
Privacy Amplification by Subsampling: Tight Analyses via Couplings and Divergences NIPS 2018