Private Information Retrieval Schemes With Product-Matrix MBR Codes

被引:6
|
作者
Lavauzelle, Julien [1 ,2 ]
Tajeddine, Razane [3 ,4 ]
Freij-Hollanti, Ragnar [5 ]
Hollanti, Camilla [5 ]
机构
[1] Univ Paris Saclay, LIX, Inria CNRS UMR 7161, Ecole Polytech, F-91120 Palaiseau, France
[2] Univ Rennes 1, CNRS, IRMAR UMR 6625, F-35000 Rennes, France
[3] Aalto Univ, Sch Sci, Dept Math & Syst Anal, Espoo 00076, Finland
[4] Univ Helsinki, Dept Comp Sci, Helsinki 00560, Finland
[5] Aalto Univ, Dept Math & Syst Anal, Aalto Sch Sci, Espoo 00076, Finland
基金
芬兰科学院; 欧盟第七框架计划;
关键词
Privacy; information retrieval; peer-to-peer computing; distributed databases; DISTRIBUTED STORAGE; CAPACITY;
D O I
10.1109/TIFS.2020.3003572
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
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.
引用
收藏
页码:441 / 450
页数:10
相关论文
共 50 条
  • [1] CLAY AND PRODUCT-MATRIX MSR CODES WITH LOCALITY
    Gao, Minhan
    Holzbaur, Lukas
    Wachter-zeh, Antonia
    ADVANCES IN MATHEMATICS OF COMMUNICATIONS, 2024, 18 (05) : 1480 - 1491
  • [2] Private Information Retrieval Schemes Using Cyclic Codes
    Bodur, Seyma
    Martinez-Moro, Edgar
    Ruano, Diego
    ARITHMETIC OF FINITE FIELDS, WAIFI 2022, 2023, 13638 : 194 - 207
  • [3] Optimal Exact-Regenerating Codes for Distributed Storage at the MSR and MBR Points via a Product-Matrix Construction
    Rashmi, K. V.
    Shah, Nihar B.
    Kumar, P. Vijay
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2011, 57 (08) : 5227 - 5239
  • [4] t-Private Information Retrieval Schemes Using Transitive Codes
    Freij-Hollanti, Ragnar
    Gnilke, Oliver W.
    Hollanti, Camilla
    Horlemann-Trautmann, Anna-Lena
    Karpuk, David
    Kubjas, Ivo
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (04) : 2107 - 2118
  • [5] OPTIMALITY OF THE PRODUCT-MATRIX CONSTRUCTION FOR SECURE MSR REGENERATING CODES
    Sasidharan, B.
    Kumar, P. V.
    Shah, N. B.
    Rashmi, K. V.
    Ramachandran, K.
    2014 6TH INTERNATIONAL SYMPOSIUM ON COMMUNICATIONS, CONTROL AND SIGNAL PROCESSING (ISCCSP), 2014, : 10 - 14
  • [6] Update-Efficient Error-Correcting Product-Matrix Codes
    Han, Yunghsiang S.
    Pai, Hung-Ta
    Zheng, Rong
    Varshney, Pramod K.
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2015, 63 (06) : 1925 - 1938
  • [7] On Private Information Retrieval Array Codes
    Zhang, Yiwei
    Wang, Xin
    Wei, Hengjia
    Ge, Gennian
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (09) : 5565 - 5573
  • [8] A Unified Form of Exact-MSR Codes via Product-Matrix Frameworks
    Lin, Sian-Jheng
    Chung, Wei-Ho
    Han, Yunghsiang S.
    Al-Naffouri, Tareq Y.
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2015, 61 (02) : 873 - 886
  • [9] Multilinear algebra for minimum storage regenerating codes: a generalization of the product-matrix construction
    Duursma, Iwan
    Wang, Hsin-Po
    APPLICABLE ALGEBRA IN ENGINEERING COMMUNICATION AND COMPUTING, 2023, 34 (04) : 717 - 743
  • [10] Multilinear algebra for minimum storage regenerating codes: a generalization of the product-matrix construction
    Iwan Duursma
    Hsin-Po Wang
    Applicable Algebra in Engineering, Communication and Computing, 2023, 34 : 717 - 743