54 citations · 74 across the 10 of their papers we have counts for
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cs.CR2021★ 2 cited
Disclosure Risk from Homogeneity Attack in Differentially Private Frequency Distribution
Fang Liu, Xingyuan Zhao
Differential privacy (DP) provides a robust model to achieve privacy guarantees for released information. We examine the protection potency of sanitized multi-dimensional frequency…
cs.CR2020★ 7 cited
A Statistical Overview on Data Privacy
Fang Liu
The eruption of big data with the increasing collection and processing of vast volumes and variety of data have led to breakthrough discoveries and innovation in science, engineeri…