381 citations · 2.3k across the 89 of their papers we have counts for
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cs.CR2020
Testing Differential Privacy with Dual Interpreters
Hengchu Zhang, Edo Roth, Andreas Haeberlen +2
Applying differential privacy at scale requires convenient ways to check that programs computing with sensitive data appropriately preserve privacy. We propose here a fully automat…
cs.CR2020★ 25 cited
Guidelines for Implementing and Auditing Differentially Private Systems
Daniel Kifer, Solomon Messing, Aaron Roth +2
Differential privacy is an information theoretic constraint on algorithms and code. It provides quantification of privacy leakage and formal privacy guarantees that are currently c…