4.7 Article

Private Information Retrieval Schemes With Product-Matrix MBR Codes

Journal

Publisher

IEEE-INST ELECTRICAL ELECTRONICS ENGINEERS INC
DOI: 10.1109/TIFS.2020.3003572

Keywords

Privacy; information retrieval; peer-to-peer computing; distributed databases

Funding

  1. French Manta [ANR-15-CE39-0013-01]
  2. Academy of Finland [276031, 282938, 303819]
  3. Technical University of Munich - Institute for Advanced Study - German Excellence Initiative
  4. EU 7th Framework Programme through the Hans Fischer Fellowship [291763]
  5. German Research Foundation (Deutsche Forschungsgemeinschaft, DFG) [WA3907/1-1]

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A private information retrieval (PIR) scheme allows users to retrieve files from a database without revealing any information, and schemes have been proposed for various storage systems. However, research on PIR schemes using regenerating codes is limited. Regenerating codes enable efficient storage, low-bandwidth retrieval of files, and repair of nodes.
A private information retrieval (PIR) scheme allows a user to retrieve a file from a database without revealing any information on the file being requested. As of now, PIR schemes have been proposed for several kinds of storage systems, including replicated and MDS-coded systems. However, the problem of constructing PIR schemes on regenerating codes has been sparsely considered. A regenerating code is a storage code whose codewords are distributed among nodes, enabling efficient storage of files, as well as low-bandwidth retrieval of files and repair of nodes. Minimum-bandwidth regenerating (MBR) codes define a family of regenerating codes allowing a node repair with optimal bandwidth. Rashmi, Shah, and Kumar obtained a large family of MBR codes using the product-matrix (PM) construction. In this work, a new PIR scheme over PM-MBR codes is designed. The inherent redundancy of the PM structure is used to reduce the download communication complexity of the scheme. A lower bound on the PIR capacity of MBR-coded PIR schemes is derived, showing an interesting storage space vs. PIR rate trade-off compared to existing PIR schemes with the same reconstruction capability. The present scheme also outperforms a recent PM-MBR PIR construction of Dorkson and Ng.

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