Per-instance Differential Privacy
We consider a refinement of differential privacy --- per instance differential privacy (pDP), which captures the privacy of a specific individual with respect to a fixed data set. We show that this is a strict generalization of the standard DP and inherits all its desirable properties, e.g., compo...
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| Format: | Article |
| Language: | English |
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Labor Dynamics Institute
2019-03-01
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| Series: | The Journal of Privacy and Confidentiality |
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| Online Access: | https://journalprivacyconfidentiality.org/index.php/jpc/article/view/662 |