Henzinger, Alexandra;
Hong, Matthew M;
Corrigan-Gibbs, Henry;
Meiklejohn, Sarah;
Vaikuntanathan, Vinod;
(2023)
One Server for the Price of Two: Simple and Fast Single-Server Private Information Retrieval.
In:
Proceedings of the 32nd USENIX Security Symposium.
(pp. pp. 3889-3905).
USENIX: Anaheim, CA, USA.
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Abstract
We present SimplePIR, the fastest single-server private information retrieval scheme known to date. SimplePIR’s security holds under the learning-with-errors assumption. To answer a client’s query, the SimplePIR server performs fewer than one 32-bit multiplication and one 32-bit addition per database byte. SimplePIR achieves 10 GB/s/core server throughput, which approaches the memory bandwidth of the machine and the performance of the fastest two-server private-information-retrieval schemes (which require non-colluding servers). SimplePIR has relatively large communication costs: to make queries to a 1 GB database, the client must download a 121 MB “hint” about the database contents; thereafter, the client may make an unbounded number of queries, each requiring 242 KB of communication. We present a second single-server scheme, DoublePIR, that shrinks the hint to 16 MB at the cost of slightly higher per-query communication (345 KB) and slightly lower throughput (7.4 GB/s/core). Finally, we apply our new private-information-retrieval schemes, together with a novel data structure for approximate set membership, to the task of private auditing in Certificate Transparency. We achieve a strictly stronger notion of privacy than Google Chrome’s current approach with 13× more communication: 16 MB of download per week, along with 1.5 KB per TLS connection.
Type: | Proceedings paper |
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Title: | One Server for the Price of Two: Simple and Fast Single-Server Private Information Retrieval |
Event: | 32nd USENIX Security Symposium 2023 |
Location: | CA, Anaheim |
Dates: | 9 Aug 2023 - 11 Aug 2023 |
ISBN-13: | 978-1-939133-37-3 |
Open access status: | An open access version is available from UCL Discovery |
Publisher version: | https://www.usenix.org/conference/usenixsecurity23... |
Language: | English |
Additional information: | This version is the author accepted manuscript. For information on re-use, please refer to the publisher’s terms and conditions. |
UCL classification: | UCL UCL > Provost and Vice Provost Offices > UCL BEAMS UCL > Provost and Vice Provost Offices > UCL BEAMS > Faculty of Engineering Science > Dept of Computer Science |
URI: | https://discovery.ucl.ac.uk/id/eprint/10207167 |
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