DocumentCode
2755991
Title
Improving the Robustness of Private Information Retrieval
Author
Goldberg, Ian
Author_Institution
David R. Cheriton Sch. of Comput. Sci., Univ. of Waterloo, Waterloo, ON
fYear
2007
fDate
20-23 May 2007
Firstpage
131
Lastpage
148
Abstract
Since 1995, much work has been done creating protocols for private information retrieval (PIR). Many variants of the basic PIR model have been proposed, including such modifications as computational vs. information-theoretic privacy protection, correctness in the face of servers that fail to respond or that respond incorrectly, and protection of sensitive data against the database servers themselves. In this paper, we improve on the robustness of PIR in a number of ways. First, we present a Byzantine-robust PIR protocol which provides information-theoretic privacy protection against coalitions of up to all but one of the responding servers, improving the previous result by a factor of 3. In addition, our protocol allows for more of the responding servers to return incorrect information while still enabling the user to compute the correct result. We then extend our protocol so that queries have information-theoretic protection if a limited number of servers collude, as before, but still retain computational protection if they all collude. We also extend the protocol to provide information-theoretic protection to the contents of the database against collusions of limited numbers of the database servers, at no additional communication cost or increase in the number of servers. All of our protocols retrieve a block of data with communication cost only O(lscr) times the size of the block, where lscr is the number of servers. Finally, we discuss our implementation of these protocols, and measure their performance in order to determine their practicality.
Keywords
data privacy; database management systems; information retrieval; information theory; Byzantine-robust PIR protocol; computational privacy protection; database servers; information-theoretic privacy protection; private information retrieval; Computer science; Costs; Data privacy; Databases; Information retrieval; Information security; Polynomials; Power system protection; Protocols; Robustness;
fLanguage
English
Publisher
ieee
Conference_Titel
Security and Privacy, 2007. SP '07. IEEE Symposium on
Conference_Location
Berkeley, CA
ISSN
1081-6011
Print_ISBN
0-7695-2848-1
Type
conf
DOI
10.1109/SP.2007.23
Filename
4223220
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