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On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information
We consider the problem of Private Information Retrieval with Private Side Information (PIR-PSI), wherein the privacy of the demand and the side information are jointly preserved. Although the capacity of the PIR-PSI setting is known, we observe that the underlying capacity-achieving code constructi...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534358/ https://www.ncbi.nlm.nih.gov/pubmed/34682011 http://dx.doi.org/10.3390/e23101287 |
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author | Krishnan K. H., Murali Harshan, Jagadeesh |
author_facet | Krishnan K. H., Murali Harshan, Jagadeesh |
author_sort | Krishnan K. H., Murali |
collection | PubMed |
description | We consider the problem of Private Information Retrieval with Private Side Information (PIR-PSI), wherein the privacy of the demand and the side information are jointly preserved. Although the capacity of the PIR-PSI setting is known, we observe that the underlying capacity-achieving code construction uses Maximum Distance Separable (MDS) codes therefore contributing to high computational complexity when retrieving the demand. Pointing at this drawback of MDS-based PIR-PSI codes, we propose XOR-based PIR-PSI codes for a simple yet non-trivial setting of two non-colluding databases and two side information files at the user. Although our codes offer substantial reduction in complexity when compared to MDS-based codes, the code-rate marginally falls short of the capacity of the PIR-PSI setting. Nevertheless, we show that our code-rate is strictly higher than that of XOR-based codes for PIR with no side information. As a result, our codes can be useful when privately downloading a file especially after having downloaded a few other messages privately from the same database at an earlier time-instant. |
format | Online Article Text |
id | pubmed-8534358 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85343582021-10-23 On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information Krishnan K. H., Murali Harshan, Jagadeesh Entropy (Basel) Article We consider the problem of Private Information Retrieval with Private Side Information (PIR-PSI), wherein the privacy of the demand and the side information are jointly preserved. Although the capacity of the PIR-PSI setting is known, we observe that the underlying capacity-achieving code construction uses Maximum Distance Separable (MDS) codes therefore contributing to high computational complexity when retrieving the demand. Pointing at this drawback of MDS-based PIR-PSI codes, we propose XOR-based PIR-PSI codes for a simple yet non-trivial setting of two non-colluding databases and two side information files at the user. Although our codes offer substantial reduction in complexity when compared to MDS-based codes, the code-rate marginally falls short of the capacity of the PIR-PSI setting. Nevertheless, we show that our code-rate is strictly higher than that of XOR-based codes for PIR with no side information. As a result, our codes can be useful when privately downloading a file especially after having downloaded a few other messages privately from the same database at an earlier time-instant. MDPI 2021-09-30 /pmc/articles/PMC8534358/ /pubmed/34682011 http://dx.doi.org/10.3390/e23101287 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Krishnan K. H., Murali Harshan, Jagadeesh On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title | On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title_full | On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title_fullStr | On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title_full_unstemmed | On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title_short | On the Existence of XOR-Based Codes for Private Information Retrieval with Private Side Information |
title_sort | on the existence of xor-based codes for private information retrieval with private side information |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8534358/ https://www.ncbi.nlm.nih.gov/pubmed/34682011 http://dx.doi.org/10.3390/e23101287 |
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