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03/09/2022
IncShrink: Architecting Efficient Outsourced Databases using Incremental MPC and Differential Privacy
In this paper, we consider secure outsourced growing databases that supp...
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02/28/2022
VaultDB: A Real-World Pilot of Secure Multi-Party Computation within a Clinical Research Network
Electronic health records represent a rich and growing source of clinica...
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01/16/2022
Visualizing Privacy-Utility Trade-Offs in Differentially Private Data Releases
Organizations often collect private data and release aggregate statistic...
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06/09/2021
Prior-Aware Distribution Estimation for Differential Privacy
Joint distribution estimation of a dataset under differential privacy is...
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03/29/2021
DP-Sync: Hiding Update Patterns in Secure Outsourced Databases with Differential Privacy
In this paper, we have introduced a new type of leakage associated with ...
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10/03/2018