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In a joint model, the privacy concern variable is found to outweigh the effect of general caution and technical protection.
If one of the data collectors is concerned about privacy and decides to use a specific privacy model, the privacy guarantees of the selected model should be preserved (to some extent) after the fusion of the data.
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To illustrate the difference between previous works and this work, we enumerate their differences in Table 1, where DifferPrivacy, InferPrivacy, FactorInvest, InfoTheory, and Utility-privacy represent the differential privacy model, the inferential privacy model, the factor investigation models/methods, the information theory based techniques, and the utility-privacy trade-off, respectively.
"We hope that California law is not used as a model for the privacy law on the national level," said Frank Keating, the chief executive of the American Council of Life Insurers.
Likewise, Halevi et al. [23] model investigated the privacy awareness indirectly through examining the user's adjustment of Facebook's privacy settings as a pattern of the user-Facebook activity, which proved to be a significant predictor to phishing vulnerability.
Our model protects the privacy of the data from individual hospitals while allowing for comparisons between the participating hospital, and aggregated state and national results.
A consent model respects the privacy and choice of the donor and acknowledges the circumstances under which the donor originally consented to donation.
Mr. Ruskin counters that "their business model of violating the privacy of children and forcing them to watch ads was a total flop".
A privacy model is composable if the privacy guarantees of the model are preserved (possibly to a limited extent) after repeated independent application of the privacy model.
Because such presence data are sensitive, to achieve wide-spread adoption, sharing models must reflect the privacy and sharing preferences of their users.
From the opposite perspective, a privacy model is not composable if multiple independently data releases, each of them satisfying the requirements of the privacy model, may result in a privacy breach.
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