Towards Practical Private Information Retrieval From MDS Array Codes

被引:8
|
作者
Li, Jie [1 ,2 ]
Karpuk, David [3 ,4 ]
Hollanti, Camilla [1 ]
机构
[1] Aalto Univ, Dept Math & Syst Anal, FI-00076 Aalto, Finland
[2] Hubei Univ, Hubei Key Lab Appl Math, Fac Math & Stat, Wuhan 430062, Peoples R China
[3] Univ Los Andes, Dept Matemat, Bogota 111711, Colombia
[4] F Secure Corp, Helsinki 00180, Finland
基金
芬兰科学院; 美国国家科学基金会;
关键词
Capacity; MDS array codes; private information retrieval (PIR); repair bandwidth; sub-packetization; STORAGE REGENERATING CODES; DISTRIBUTED STORAGE; OPTIMAL REPAIR; CAPACITY; CONSTRUCTIONS;
D O I
10.1109/TCOMM.2020.2980833
中图分类号
TM [电工技术]; TN [电子技术、通信技术];
学科分类号
0808 ; 0809 ;
摘要
Private information retrieval (PIR) is the problem of privately retrieving one out of M original files from N severs, i.e., each individual server gains no information on the identity of the file that the user is requesting. Usually, the M files are replicated or encoded by a maximum distance separable (MDS) code and then stored across the N servers. Compared to mere replication, MDS-coded servers can significantly reduce the storage overhead. Particularly, PIR from minimum storage regenerating (MSR) coded servers can simultaneously reduce the repair bandwidth when repairing failed servers. Existing PIR protocols from MSR-coded servers either require large sub-packetization levels or are not capacity-achieving. In this paper, a PIR protocol from MDS array codes is proposed, subsuming PIR from MSR-coded servers as a special case. Particularly, only the case of non-colluding, honest-but-curious servers is considered. The retrieval rate of the new PIR protocol achieves the capacity of PIR from MDS-/MSR-coded servers. By choosing different MDS array codes, the new PIR protocol can have varying advantages when compared with existing protocols, e.g., 1) small sub-packetization, 2) (near-)optimal repair bandwidth, 3) implementable over the binary field F-2.
引用
收藏
页码:3415 / 3425
页数:11
相关论文
共 50 条
  • [31] 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
  • [32] Private Information Retrieval from Colluding and Byzantine Servers with Binary Reed-Muller Codes
    Saarela, Perttu
    Allaix, Matteo
    Freij-Hollanti, Ragnar
    Hollanti, Camilla
    IEEE International Symposium on Information Theory - Proceedings, 2022, 2022-June : 2839 - 2844
  • [33] New Constructions of MDS Array Codes and Optimal Locally Repairable Array Codes
    Fang, Weijun
    Lv, Jingjie
    Chen, Bin
    Xia, Shu-Tao
    Chen, Xiangyu
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2024, 70 (03) : 1806 - 1822
  • [34] Linear Symmetric Private Information Retrieval for MDS Coded Distributed Storage with Colluding Servers
    Wang, Qiwen
    Skoglund, Mikael
    2017 IEEE INFORMATION THEORY WORKSHOP (ITW), 2017, : 71 - 75
  • [35] Symmetric Private Information Retrieval from MDS Coded Distributed Storage With Non-Colluding and Colluding Servers
    Wang, Qiwen
    Skoglund, Mikael
    IEEE TRANSACTIONS ON INFORMATION THEORY, 2019, 65 (08) : 5160 - 5175
  • [36] XI-Code: A Family of Practical Lowest Density MDS Array Codes of Distance 4
    Huang, Zhijie
    Jiang, Hong
    Zhou, Ke
    Wang, Chong
    Zhao, Yuhong
    IEEE TRANSACTIONS ON COMMUNICATIONS, 2016, 64 (07) : 2707 - 2718
  • [37] Achievable Rate of Private Function Retrieval from MDS Coded Databases
    Obead, Sarah A.
    Kliewer, Jorg
    2018 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2018, : 2117 - 2121
  • [38] MDS array codes with independent parity symbols
    Blaum, M
    Bruck, J
    Vardy, A
    IEEE TRANSACTIONS ON INFORMATION THEORY, 1996, 42 (02) : 529 - 542
  • [39] Binary, Shortened Projective Reed Muller Codes for Coded Private Information Retrieval
    Vajha, Myna
    Ramkumar, Vinayak
    Kumar, P. Vijay
    2017 IEEE INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY (ISIT), 2017, : 2648 - 2652
  • [40] A Note on a Relationship between Smooth Locally Decodable Codes and Private Information Retrieval
    Kazama, Koki
    Kamatsuka, Akira
    Yoshida, Takahiro
    Matsushima, Toshiyasu
    PROCEEDINGS OF 2020 INTERNATIONAL SYMPOSIUM ON INFORMATION THEORY AND ITS APPLICATIONS (ISITA2020), 2020, : 259 - 263