PublicationsRespire: High-Rate PIR for Databases with Small RecordsAlexander Burton, Samir Jordan Menon, and David J. Wu ACM Conference on Computer and Communications Security (CCS), 2024
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Abstract
Private information retrieval (PIR) is a key building block in many privacy-preserving systems, and recent works have made significant progress on reducing the concrete computational costs of single-server PIR. However, existing constructions have high communication overhead, especially for databases with small records. In this work, we introduce Respire, a lattice-based PIR scheme tailored for databases of small records. To retrieve a single record from a database with over a million 256-byte records, the Respire protocol requires just 6.1 KB of online communication; this is a \( 5.9\times \) reduction compared to the best previous lattice-based scheme. Moreover, Respire naturally extends to support batch queries. Compared to previous communication-efficient batch PIR schemes, Respire achieves a \( 3.4 \)-\( 7.1\times \) reduction in total communication while maintaining comparable throughput (200-400 MB/s). The design of Respire relies on new query compression and response packing techniques based on ring switching in homomorphic encryption. BibTeX
@inproceedings{BMW24, author = {Alexander Burton and Samir Jordan Menon and David J. Wu}, title = {\textsc{Respire}: High-Rate {PIR} for Databases with Small Records}, booktitle = {{ACM} {CCS}}, year = {2024} } |