Abstract
Differentially private data publishing aims to output aggregate information to the public without disclosing any individual’s record. Two settings, interactive and non-interactive, are involved in this publishing scenario. In the interactive setting, a query can not be issued until the answer to the previous query has been published. In the non-interactive setting, all queries are given to the curator at one time. The curator can provide answers with full knowledge of the query set. This chapter focuses on the interactive setting in the data publishing.
This is a preview of subscription content, log in via an institution to check access.
Access this chapter
Tax calculation will be finalised at checkout
Purchases are for personal use only
References
I. Dinur and K. Nissim. Revealing information while preserving privacy. In PODS, pages 202–210, 2003.
Author information
Authors and Affiliations
Rights and permissions
Copyright information
© 2017 Springer International Publishing AG
About this chapter
Cite this chapter
Zhu, T., Li, G., Zhou, W., Yu, P.S. (2017). Differentially Private Data Publishing: Settings and Mechanisms. In: Differential Privacy and Applications. Advances in Information Security, vol 69. Springer, Cham. https://doi.org/10.1007/978-3-319-62004-6_3
Download citation
DOI: https://doi.org/10.1007/978-3-319-62004-6_3
Published:
Publisher Name: Springer, Cham
Print ISBN: 978-3-319-62002-2
Online ISBN: 978-3-319-62004-6
eBook Packages: Computer ScienceComputer Science (R0)