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PSD
2010
Springer

Some Additional Insights on Applying Differential Privacy for Numeric Data

13 years 2 months ago
Some Additional Insights on Applying Differential Privacy for Numeric Data
Recently Sarathy and Muralidhar (2009) provided the first attempt at illustrating the implementation of differential privacy for numerical data. In this paper, we attempt to provide further insights on the results that are observed when Laplace based noise addition is used to protect numerical data in order to satisfy differential privacy. Our results raise serious concerns regarding the viability of differential privacy and Laplace noise addition as appropriate procedures for protecting numerical data.
Rathindra Sarathy, Krishnamurty Muralidhar
Added 30 Jan 2011
Updated 30 Jan 2011
Type Journal
Year 2010
Where PSD
Authors Rathindra Sarathy, Krishnamurty Muralidhar
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