Title
Modeling and assessing inference exposure in encrypted databases
Abstract
The scope and character of today's computing environments are progressively shifting from traditional, one-on-one client-server interaction to the new cooperative paradigm. It then becomes of primary importance to provide means of protecting the secrecy of the information, while guaranteeing its availability to legitimate clients. Operating online querying services securely on open networks is very difficult; therefore many enterprises outsource their data center operations to external application service providers. A promising direction toward prevention of unauthorized access to outsourced data is represented by encryption. However, data encryption is often supported for the sole purpose of protecting the data in storage while allowing access to plaintext values by the server, which decrypts data for query execution. In this paper, we present a simple yet robust single-server solution for remote querying of encrypted databases on external servers. Our approach is based on the use of indexing information attached to the encrypted database, which can be used by the server to select the data to be returned in response to a query without the need of accessing the plaintext database content. Our indexes balance the trade-off between efficiency requirements in query execution and protection requirements due to possible inference attacks exploiting indexing information. We investigate quantitative measures to model inference exposure and provide some related experimental results.
Year
DOI
Venue
2005
10.1145/1053283.1053289
ACM Trans. Inf. Syst. Secur.
Keywords
DocType
Volume
data encryption,inference,encrypted databases,indexing,inference exposure,encrypted database,external application service provider,cryptography,outsourced data,data center operation,database service,query execution,external server,indexing information
Journal
8
Issue
Citations 
PageRank 
1
74
3.26
References 
Authors
19
6
Name
Order
Citations
PageRank
Alberto Ceselli134130.53
Ernesto Damiani23911416.18
Sabrina De Capitani Di Vimercati33991350.57
Sushil Jajodia41356186.03
Stefano Paraboschi53590450.24
Pierangela Samarati67152785.82