Journal
IEEE TRANSACTIONS ON INFORMATION THEORY
Volume 65, Issue 1, Pages 322-329Publisher
IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIT.2018.2848977
Keywords
Capacity; private information retrieval; symmetric private information retrieval
Funding
- ONR [N00014-16-1-2629, N00014-18-1-2057]
- NSF [CCF-1317351, CCF-1617504, CNS-1731384]
- ARL [W911NF-16-1-0215]
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Private information retrieval (PIR) is the problem of retrieving, as efficiently as possible, one out of K messages from N non-communicating replicated databases (each holds all K messages) while keeping the identity of the desired message index a secret from each individual database. Symmetric PIR (SPIR) is a generalization of PIR to include the requirement that beyond the desired message, the user learns nothing about the other K - 1 messages. The information theoretic capacity of SPIR (equivalently, the reciprocal of minimum download cost) is the maximum number of bits of desired information that can be privately retrieved per bit of downloaded information. We show that the capacity of SPIR is 1 - 1/N regardless of the number of messages K, if the databases have access to common randomness (not available to the user) that is independent of the messages, in the amount that is at least 1/(N - 1) bits per desired message bit. Otherwise, if the amount of common randomness is less than 1/(N - 1) bits per message bit, then the capacity of SPIR is zero. Extensions to the capacity region of SPIR and the capacity of finite length SPIR are provided.
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