License: Creative Commons Attribution 3.0 Unported license (CC-BY 3.0)
When quoting this document, please refer to the following
DOI: 10.4230/LIPIcs.ITCS.2017.9
URN: urn:nbn:de:0030-drops-81451
URL: https://drops.dagstuhl.de/opus/volltexte/2017/8145/
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Ghosh, Arpita ; Kleinberg, Robert

Inferential Privacy Guarantees for Differentially Private Mechanisms

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LIPIcs-ITCS-2017-9.pdf (0.3 MB)


Abstract

The following is a summary of the paper "Inferential Privacy Guarantees for Differentially Private Mechanisms", presented at the Eighth Innovations in Theoretical Computer Science Conference in January 2017. The full version of the paper can be found on arXiv at the URL https://arxiv.org/abs/1603.01508.

BibTeX - Entry

@InProceedings{ghosh_et_al:LIPIcs:2017:8145,
  author =	{Arpita Ghosh and Robert Kleinberg},
  title =	{{Inferential Privacy Guarantees for Differentially Private Mechanisms}},
  booktitle =	{8th Innovations in Theoretical Computer Science Conference (ITCS 2017)},
  pages =	{9:1--9:3},
  series =	{Leibniz International Proceedings in Informatics (LIPIcs)},
  ISBN =	{978-3-95977-029-3},
  ISSN =	{1868-8969},
  year =	{2017},
  volume =	{67},
  editor =	{Christos H. Papadimitriou},
  publisher =	{Schloss Dagstuhl--Leibniz-Zentrum fuer Informatik},
  address =	{Dagstuhl, Germany},
  URL =		{http://drops.dagstuhl.de/opus/volltexte/2017/8145},
  URN =		{urn:nbn:de:0030-drops-81451},
  doi =		{10.4230/LIPIcs.ITCS.2017.9},
  annote =	{Keywords: differential privacy, statistical inference, statistical mechanics}
}

Keywords: differential privacy, statistical inference, statistical mechanics
Collection: 8th Innovations in Theoretical Computer Science Conference (ITCS 2017)
Issue Date: 2017
Date of publication: 28.11.2017


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