The Capacity of Private Information Retrieval

In the private information retrieval (PIR) problem, a user wishes to retrieve, as efficiently as possible, one out of K messages from N non-communicating databases (each holds all K messages) while revealing nothing about the identity of the desired message index to any individual database. The info...

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Vydáno v:IEEE transactions on information theory Ročník 63; číslo 7; s. 4075 - 4088
Hlavní autoři: Hua Sun, Jafar, Syed Ali
Médium: Journal Article
Jazyk:angličtina
Vydáno: New York IEEE 01.07.2017
The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:
Capacity
Communication
Data privacy
Distributed databases
Encoding
Indexes
Information retrieval
Information theory
Messages
private information retrieval
Upper bound
ISSN:0018-9448, 1557-9654
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Shrnutí:In the private information retrieval (PIR) problem, a user wishes to retrieve, as efficiently as possible, one out of K messages from N non-communicating databases (each holds all K messages) while revealing nothing about the identity of the desired message index to any individual database. The information theoretic capacity of PIR is the maximum number of bits of desired information that can be privately retrieved per bit of downloaded information. For K messages and N databases, we show that the PIR capacity is (1+1/N+1/N 2 +· · ·+1/N K-1 ) -1 . A remarkable feature of the capacity achieving scheme is that if we eliminate any subset of messages (by setting the message symbols to zero), the resulting scheme also achieves the PIR capacity for the remaining subset of messages.
Bibliografie:ObjectType-Article-1
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ISSN:0018-9448
1557-9654
DOI:10.1109/TIT.2017.2689028