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- W3037879330 abstract "Differentially private mechanisms enjoy a variety of composition properties. Leveraging these, McSherry introduced PINQ (SIGMOD 2009), a system empowering non-experts to construct new differentially private analyses. PINQ is an LINQ-like API which provides automatic privacy guarantees for all programs which use it to mediate sensitive data manipulation. In this work we introduce featherweight PINQ , a formal model capturing the essence of PINQ. We prove that any program interacting with featherweight PINQ’s API is differentially private." @default.
- W3037879330 created "2020-07-02" @default.
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- W3037879330 date "2017-01-12" @default.
- W3037879330 modified "2023-10-14" @default.
- W3037879330 title "Featherweight PINQ" @default.
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- W3037879330 doi "https://doi.org/10.29012/jpc.v7i2.653" @default.
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