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2013 | OriginalPaper | Chapter

On Privacy Preserving Encrypted Data Stores

Authors : Tracey Raybourn, Jong Kwan Lee, Ray Kresman

Published in: Multimedia and Ubiquitous Engineering

Publisher: Springer Netherlands

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Abstract

Bucketization techniques allow for effective organization of encrypted data at untrusted servers and for querying by clients. This paper presents a new metric for estimating the risk of data exposure over a set of bucketized data. The metric accounts for the importance of bucket distinctness relative to bucket access. Additionally, we review a method of controlled diffusion which improves bucket security by maximizing entropy and variance. In conjunction with our metric we use this method to show that the advantages of bucketization may be offset due to a loss of bucket security.

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Title: On Privacy Preserving Encrypted Data Stores
Authors: Tracey Raybourn
Jong Kwan Lee
Ray Kresman
Publisher: Springer Netherlands
Book: Multimedia and Ubiquitous Engineering
Print ISBN: 978-94-007-6737-9

Electronic ISBN: 978-94-007-6738-6

Copyright Year: 2013
DOI: https://doi.org/10.1007/978-94-007-6738-6_28