131 citations · 227 across the 26 of their papers we have counts for
Showing 2017 · cs.DBShow all
2 papers · 2 filters
cs.DB2017★ 3 cited
APEx: Accuracy-Aware Differentially Private Data Exploration
Chang Ge, Xi He, Ihab F. Ilyas +1
Organizations are increasingly interested in allowing external data scientists to explore their sensitive datasets. Due to the popularity of differential privacy, data owners want…
cs.DB2017★ 11 cited
Composing Differential Privacy and Secure Computation: A case study on scaling private record linkage
Xi He, Ashwin Machanavajjhala, Cheryl Flynn +1
Private record linkage (PRL) is the problem of identifying pairs of records that are similar as per an input matching rule from databases held by two parties that do not trust one…