Published October 13, 2010 | Submitted
Discussion Paper Open

Privacy-Compatibility For General Utility Metrics

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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.

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).

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August 19, 2023
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