Paper 2013/714
Method to secure data in the cloud while preserving summary statistics
Sanchita Barman and Bimal Roy
Abstract
In this paper we propose a method which will preserve sum- mary statistics of data organized in a two way table. We have shown that fully homomorphic encryption is a powerful solution. However it has a number of disadvantages which makes it impractical. We have proposed a Restricted homomorphic encryption method which uses Pailier encryp- tion and order preserving encryption. This new method can be used for practical purposes owing to it’s efficiency in terms of both speed and storage.
Metadata
- Available format(s)
-
PDF
- Category
- Applications
- Publication info
- Preprint. MINOR revision.
- Keywords
- Fully homomorphic encryptionPaillier encryptionSum- mary statisticsOrder preserving encryptionRestricted homomorphic encryption
- Contact author(s)
- sanchita85 @ gmail com
- History
- 2013-11-03: received
- Short URL
- https://ia.cr/2013/714
- License
-
CC BY
BibTeX
@misc{cryptoeprint:2013/714,
author = {Sanchita Barman and Bimal Roy},
title = {Method to secure data in the cloud while preserving summary statistics},
howpublished = {Cryptology {ePrint} Archive, Paper 2013/714},
year = {2013},
url = {https://eprint.iacr.org/2013/714}
}
