Private retrieval, computing, and learning: Recent progress and future challenges

S Ulukus, S Avestimehr, M Gastpar… - IEEE Journal on …, 2022 - ieeexplore.ieee.org
Most of our lives are conducted in the cyberspace. The human notion of privacy translates
into a cyber notion of privacy on many functions that take place in the cyberspace. This …

The capacity of symmetric private information retrieval

H Sun, SA Jafar - IEEE Transactions on Information Theory, 2018 - ieeexplore.ieee.org
Private information retrieval (PIR) is the problem of retrieving, as efficiently as possible, one
out of K messages from N non-communicating replicated databases (each holds all K …

Capacity-achieving private information retrieval codes with optimal message size and upload cost

C Tian, H Sun, J Chen - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
We propose a new capacity-achieving code for the private information retrieval (PIR)
problem, and show that it has the minimum message size (being one less than the number …

Cross Subspace Alignment and the Asymptotic Capacity of -Secure -Private Information Retrieval

Z Jia, H Sun, SA Jafar - IEEE Transactions on Information …, 2019 - ieeexplore.ieee.org
X-secure and T-private information retrieval (XSTPIR) is a form of private information
retrieval where data security is guaranteed against collusion among up to X servers and the …

The capacity of private computation

H Sun, SA Jafar - IEEE Transactions on Information Theory, 2018 - ieeexplore.ieee.org
We introduce the problem of private computation, comprised of N distributed and non-
colluding servers, K independent datasets, and a user who wants to compute a function of …

On the information leakage in private information retrieval systems

T Guo, R Zhou, C Tian - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
We consider information leakage to the user in private information retrieval (PIR) systems.
Information leakage can be measured in terms of individual message leakage or total …

Asymmetric leaky private information retrieval

I Samy, M Attia, R Tandon… - IEEE Transactions on …, 2021 - ieeexplore.ieee.org
Information-theoretic formulations of the private information retrieval (PIR) problem have
been investigated under a variety of scenarios. Symmetric private information retrieval …

Capacity of quantum private information retrieval with colluding servers

S Song, M Hayashi - IEEE Transactions on Information Theory, 2021 - ieeexplore.ieee.org
Quantum private information retrieval (QPIR) is a protocol in which a user retrieves one of
multiple files from n non-communicating servers by downloading quantum systems without …

Capacity of quantum private information retrieval with multiple servers

S Song, M Hayashi - IEEE Transactions on Information Theory, 2020 - ieeexplore.ieee.org
We study the capacity of quantum private information retrieval (QPIR) with multiple servers.
In the QPIR problem with multiple servers, a user retrieves a classical file by downloading …

The capacity of private information retrieval under arbitrary collusion patterns for replicated databases

X Yao, N Liu, W Kang - IEEE Transactions on Information …, 2021 - ieeexplore.ieee.org
We study the private information retrieval (PIR) problem under arbitrary collusion patterns for
replicated databases. We find a general characterization of the PIR capacity, which is the …