Published July 8, 2019
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Privacy-Compatibility For General Utility Metrics
- Creators
- Kleinberg, Robert
-
Ligett, Katrina
Abstract
In this note, we present a complete characterization of the utility metrics that allow for non-trivial differential privacy guarantees.
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).Attached Files
Submitted - 1010.2705.pdf
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1010.2705.pdf
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Additional details
- Eprint ID
- 96882
- Resolver ID
- CaltechAUTHORS:20190702-104130244
- CCF-0643934
- NSF
- Alfred P. Sloan Foundation
- Microsoft Research
- Air Force Office of Scientific Research (AFOSR)
- CCF-0937060
- NSF
- DMS-1004416
- NSF
- Created
-
2019-07-08Created from EPrint's datestamp field
- Updated
-
2023-06-02Created from EPrint's last_modified field