APEx: Accuracy-Aware Differentially Private Data Exploration

Preprint English OPEN
Ge, Chang; He, Xi; Ilyas, Ihab F.; Machanavajjhala, Ashwin;
(2017)
  • Subject: Computer Science - Databases

Organizations are increasingly interested in allowing external data scientists to explore their sensitive datasets. Due to the popularity of differential privacy, data owners want the data exploration to ensure provable privacy guarantees. However, current systems for a... View more
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