References & Further Reading
References
- R. Tajeddine and S. El Rouayheb, Private Information Retrieval from MDS Coded Data in Distributed Storage Systems, 2018
Coded-storage PIR capacity. The headline result of §14.1.
- H. Sun and S. A. Jafar, The Capacity of Private Information Retrieval with Colluding Databases, 2018
$T$-colluding PIR capacity. The headline result of §14.2.
- H. Sun and S. A. Jafar, The Capacity of Symmetric Private Information Retrieval, 2018
SPIR capacity result ($1 - 1/N$). The headline result of §14.3.
- Q. Wang and M. Skoglund, Symmetric Private Information Retrieval from MDS Coded Distributed Storage, 2019
SPIR with coded storage. Used in §14.4.
- R. Freij-Hollanti, O. W. Gnilke, C. Hollanti, and D. Karpuk, Private Information Retrieval from Coded Databases with Colluding Servers, 2017
Joint coded-storage + $T$-colluding PIR. The headline result of §14.4.
- H. Sun and S. A. Jafar, The Capacity of Private Information Retrieval, 2017
Foundational classical PIR capacity result (Chapter 13). Reference for the $T = 1$ special case.
- Y. Gertner, Y. Ishai, E. Kushilevitz, and T. Malkin, Protecting Data Privacy in Private Information Retrieval Schemes, 1998
Original SPIR formulation. Historical reference; capacity was settled later by Sun-Jafar 2018c.
- K. Banawan and S. Ulukus, The Capacity of Private Information Retrieval from Coded Databases, 2018
Alternative converse for coded-storage PIR. Useful complement to Tajeddine-El Rouayheb.
- Z. Jia, H. Sun, and S. A. Jafar, Cross Subspace Alignment and the Capacity of Coded Distributed Computing, 2019
New techniques for joint coded-storage + $T$-colluding PIR. Narrows the open gap for §14.4.
- C. Tian, H. Sun, and J. Chen, Capacity-Achieving Private Information Retrieval Codes with Optimal Message Size and Upload Cost, 2019
Reduced upload cost for capacity-achieving PIR. Practical refinements.
- Y.-P. Wei, K. Banawan, and S. Ulukus, Private Information Retrieval With Side Information, 2019
PIR with side information at the user. Forward reference to Chapter 15.
- N. Raviv and I. Tamo, Private Information Retrieval is Graph-Based Replication Systems, 2018
Graph-theoretic perspective on partial replication PIR.
Further Reading
Resources for going deeper into PIR extensions and joint capacity results.
Coded-storage PIR — full treatment
Tajeddine & El Rouayheb, IEEE T-IT 2018
Full proof of the coded-storage PIR capacity. Includes the achievability scheme construction.
$T$-colluding PIR — full treatment
Sun & Jafar, IEEE T-IT 2018
Full proof of the $T$-colluding PIR capacity. Includes the Shamir-based achievability.
Joint coded-$T$ PIR — open problems
Freij-Hollanti et al., SIAM J. AAG 2017; Banawan & Ulukus, IEEE T-IT 2018
Two perspectives on the joint capacity: achievability via novel codes (Freij-Hollanti) and an alternative converse (Banawan-Ulukus). Both useful for understanding the gap.
SPIR foundations and history
Gertner et al., STOC 1998; Sun & Jafar, IEEE T-IT 2018c
SPIR's origin and modern capacity. The $1 - 1/N$ formula is non-obvious and the proof is instructive.
PIR survey of variants
Banawan & Ulukus, *Private Information Retrieval and Beyond*, Foundations and Trends in Comm. and Inf. Theory, 2023
Comprehensive treatment of all PIR variants in the post-Sun-Jafar era. Organizing reference for Chapters 13-15.