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Subset Privacy: Draw from an Obfuscated Urn

By Ganghua Wang and Jie Ding
With the rapidly increasing ability to collect and analyze personal data, data privacy becomes an emerging concern. In this work, we develop a new statistical notion of local privacy to protect each categorical data that will be collected by untrusted entities. The proposed solution, named subset privacy, privatizes the original... Show more
July 2, 2021
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Subset Privacy: Draw from an Obfuscated Urn
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