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cs.CR2023
Pushing the Boundaries of Private, Large-Scale Query Answering
Brendan Avent, Aleksandra Korolova
We address the problem of efficiently and effectively answering large numbers of queries on a sensitive dataset while ensuring differential privacy (DP). We separately analyze this…
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…