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Privacy-Compatibility For General Utility Metrics

Kleinberg, Robert and Ligett, Katrina (2010) Privacy-Compatibility For General Utility Metrics. . (Unpublished) https://resolver.caltech.edu/CaltechAUTHORS:20190702-104130244

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Abstract

In this note, we present a complete characterization of the utility metrics that allow for non-trivial differential privacy guarantees.


Item Type:Report or Paper (Discussion Paper)
Related URLs:
URLURL TypeDescription
http://arxiv.org/abs/1010.2705arXivDiscussion Paper
ORCID:
AuthorORCID
Ligett, Katrina0000-0003-2780-6656
Additional Information:Supported by NSF Award CCF-0643934, an Alfred P. Sloan Foundation Fellowship, a Microsoft Research New Faculty Fellowship, and a grant from the Air Force Office of Scientific Research. Supported by an NSF Computing Innovation Fellowship (NSF Award 0937060) and an NSF Mathematical Sciences Postdoctoral Fellowship (NSF Award 1004416).
Funders:
Funding AgencyGrant Number
NSFCCF-0643934
Alfred P. Sloan FoundationUNSPECIFIED
Microsoft ResearchUNSPECIFIED
Air Force Office of Scientific Research (AFOSR)UNSPECIFIED
NSFCCF-0937060
NSFDMS-1004416
Record Number:CaltechAUTHORS:20190702-104130244
Persistent URL:https://resolver.caltech.edu/CaltechAUTHORS:20190702-104130244
Usage Policy:No commercial reproduction, distribution, display or performance rights in this work are provided.
ID Code:96882
Collection:CaltechAUTHORS
Deposited By: Tony Diaz
Deposited On:08 Jul 2019 17:19
Last Modified:03 Oct 2019 21:26

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