Robust Privatization with Multiple Tasks and the Optimal Privacy-Utility Tradeoff

In this work, fundamental limits and optimal mechanisms of privacy-preserving data release that aims to minimize the privacy leakage under utility constraints of a set of multiple tasks are investigated. While the private feature to be protected is typically determined and known by the sanitizer, th...

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Bibliographische Detailangaben

Hauptverfasser:	Liu, Ta-Yuan, Wang, I-Hsiang
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Science - Information Theory Mathematics - Information Theory
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