Gradual Release of Sensitive Data under Differential Privacy

We introduce the problem of releasing private data under differential privacy when the privacy level is subject to change over time. Existing work assumes that privacy level is determined by the system designer as a fixed value before private data is released. For certain applications, however, user...

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Bibliographic Details
Main Authors: Fragkiskos Koufogiannis, Shuo Han, George J. Pappas
Format: Article
Language:English
Published: Labor Dynamics Institute 2017-01-01
Series:The Journal of Privacy and Confidentiality
Subjects:
Online Access:https://journalprivacyconfidentiality.org/index.php/jpc/article/view/649