Differentially private histogram publication

Differential privacy (DP) is a promising scheme for releasing the results of statistical queries on sensitive data, with strong privacy guarantees against adversaries with arbitrary background knowledge. Existing studies on DP mostly focus on simple aggregations such as counts. This paper investigat...

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Bibliographic Details
Main Authors: Xu, Jia, Zhang, Zhenjie, Xiao, Xiaokui, Yang, Yin, Yu, Ge
Other Authors: School of Computer Engineering
Format: Conference Paper
Language:English
Published: 2013
Subjects:
Online Access:https://hdl.handle.net/10356/99437
http://hdl.handle.net/10220/13029