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 …

Private information retrieval with side information

S Kadhe, B Garcia, A Heidarzadeh… - IEEE Transactions …, 2019 - ieeexplore.ieee.org
We study the problem of Private Information Retrieval (PIR) in the presence of prior side
information. The problem setup includes a database of K independent messages possibly …

Fundamental limits of cache-aided private information retrieval with unknown and uncoded prefetching

YP Wei, K Banawan, S Ulukus - IEEE Transactions on …, 2018 - ieeexplore.ieee.org
We consider the problem of private information retrieval (PIR) from N non-colluding and
replicated databases when the user is equipped with a cache that holds an uncoded fraction …

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 …

The Capacity of T-Private Information Retrieval With Private Side Information

Z Chen, Z Wang, SA Jafar - IEEE Transactions on Information …, 2020 - ieeexplore.ieee.org
We consider the problem of T-Private Information Retrieval with private side information
(TPIR-PSI). In this problem, N replicated databases store K independent messages, and a …

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 coded caching with private demands

K Wan, G Caire - IEEE Transactions on Information Theory, 2020 - ieeexplore.ieee.org
Caching is an efficient way to reduce network traffic congestion during peak hours by storing
some content at the user's local cache memory without knowledge of later demands. For the …

Symmetric private information retrieval at the private information retrieval rate

Z Wang, S Ulukus - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
We consider the problem of symmetric private information retrieval (SPIR) with user-side
common randomness. In SPIR, a user retrieves a message out of messages from non …