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- W4382765672 abstract "A user's data is represented by a Gaussian random variable. Given a linear function of the data, a querier is required to recover, with at least a prescribed accuracy level, the function value based on a query response provided by the user. The user devises the query response, subject to the recoverability requirement, so as to maximize privacy of the data from the querier. Recoverability and privacy are both measured by $ell_2$-distance criteria. An exact characterization is provided of maximum user data privacy under the recoverability condition. An explicit optimal achievability scheme for the user is given whose privacy is shown to match a converse upper bound." @default.
- W4382765672 created "2023-07-01" @default.
- W4382765672 creator A5070335339 @default.
- W4382765672 date "2023-06-29" @default.
- W4382765672 modified "2023-09-23" @default.
- W4382765672 title "Gaussian Data Privacy Under Linear Function Recoverability" @default.
- W4382765672 doi "https://doi.org/10.48550/arxiv.2306.16694" @default.
- W4382765672 hasPublicationYear "2023" @default.
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