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On the efficiency of checking perfect privacy

Publication ,  Journal Article
Machanavajjhala, A; Gehrke, J
Published in: Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems
December 1, 2006

Privacy-preserving query-answering systems answer queries while provably guaranteeing that sensitive information is kept secret. One very attractive notion of privacy is perfect privacy-a secret is expressed through a query QS, and a query QV is answered only if it discloses no information about the secret query QS. However, if QS and QV are arbitrary conjunctive queries, the problem of checking whether QV discloses any information about QS is known to be IIp2-complete.In this paper, we show that for large interesting subclasses of conjunctive queries enforcing perfect privacy is tractable. Instead of giving different arguments for query classes of varying complexity, we make a connection between perfect privacy and the problem of checking query containment. We then use this connection to relate the complexity of enforcing perfect privacy to the complexity of query containment. Copyright 2006 ACM.

Duke Scholars

Published In

Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems

DOI

Publication Date

December 1, 2006

Start / End Page

163 / 172
 

Citation

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Machanavajjhala, A., & Gehrke, J. (2006). On the efficiency of checking perfect privacy. Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, 163–172. https://doi.org/10.1145/1142351.1142375
Machanavajjhala, A., and J. Gehrke. “On the efficiency of checking perfect privacy.” Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, December 1, 2006, 163–72. https://doi.org/10.1145/1142351.1142375.
Machanavajjhala A, Gehrke J. On the efficiency of checking perfect privacy. Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems. 2006 Dec 1;163–72.
Machanavajjhala, A., and J. Gehrke. “On the efficiency of checking perfect privacy.” Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems, Dec. 2006, pp. 163–72. Scopus, doi:10.1145/1142351.1142375.
Machanavajjhala A, Gehrke J. On the efficiency of checking perfect privacy. Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems. 2006 Dec 1;163–172.

Published In

Proceedings of the ACM SIGACT-SIGMOD-SIGART Symposium on Principles of Database Systems

DOI

Publication Date

December 1, 2006

Start / End Page

163 / 172