754 citations
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Showing cs.CRShow all
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cs.CR2018★ 172 cited
Distributed Differential Privacy via Shuffling
Albert Cheu, Adam Smith, Jonathan Ullman +2
We consider the problem of designing scalable, robust protocols for computing statistics about sensitive data. Specifically, we look at how best to design differentially private pr…
cs.CR2017★ 20 cited
BLENDER: Enabling Local Search with a Hybrid Differential Privacy Model
Brendan Avent, Aleksandra Korolova, David Zeber +2
We propose a hybrid model of differential privacy that considers a combination of regular and opt-in users who desire the differential privacy guarantees of the local privacy model…