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Abstract
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 mathbf {F}-{2}.
Original language | English |
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Article number | 9037091 |
Pages (from-to) | 3415-3425 |
Number of pages | 11 |
Journal | IEEE Transactions on Communications |
Volume | 68 |
Issue number | 6 |
DOIs | |
Publication status | Published - Jun 2020 |
MoE publication type | A1 Journal article-refereed |
Keywords
- Capacity
- MDS array codes
- private information retrieval (PIR)
- repair bandwidth
- sub-packetization
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- 1 Finished
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Number-theoretic and combinatorial tools for private and secure cloud services
Hollanti, C. (Principal investigator), Faramani, M. (Project Member), Grezet, M. (Project Member), Westerbäck, T. (Project Member), Damir, M. (Project Member), Blomqvist, F. (Project Member) & Tajeddine, R. (Project Member)
01/07/2016 → 30/06/2018
Project: Academy of Finland: Other research funding