87 citations · 92 across the 6 of their papers we have counts for
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cs.CR2022★ 87 cited
A Critical Review on the Use (and Misuse) of Differential Privacy in Machine Learning
Alberto Blanco-Justicia, David Sanchez, Josep Domingo-Ferrer +1
We review the use of differential privacy (DP) for privacy protection in machine learning (ML). We show that, driven by the aim of preserving the accuracy of the learned models, DP…
cs.DB2022★ 1 cited
A Re-examination of the Census Bureau Reconstruction and Reidentification Attack
Krish Muralidhar
Recent analysis by researchers at the U.S. Census Bureau claims that by reconstructing the tabular data released from the 2010 Census, it is possible to reconstruct the original da…