Construct · 1 fields · 1 citations

privacy-utility trade-off: a standalone construct

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privacy-utilitytrade-off1 CONSTRUCTPrivacy-utilityLI · INFORMATION PRIVACY

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Information privacy

the tension that anonymizing released data to lower disclosure risk also reduces its usefulness for analysis, studied by measuring both on a common scale.

In information privacy, privacy-utility trade-off refers to the tension that anonymizing released data to lower disclosure risk also reduces its usefulness for analysis, studied by measuring both on a common scale. This meaning comes from Li (2009) in Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining.[1]

Unit
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Nearby constructs

disclosure6 fields · 14 citationsjingle · one name, six constructsinformation4 fields · 5 citationsjingle · one word, four constructsknowledge6 fields · 12 citationsjingle · one name, six constructs

References

  1. Li, T., & Li, N. (2009). On the tradeoff between privacy and utility in data publishing. Proceedings of the 15th ACM SIGKDD international conference on Knowledge discovery and data mining. https://doi.org/10.1145/1557019.1557079

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