Private retrieval, computing, and learning: Recent progress and future challenges
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 …
into a cyber notion of privacy on many functions that take place in the cyberspace. This …
Private information retrieval from coded databases with colluding servers
We present a general framework for private information retrieval (PIR) from arbitrary coded
databases that allows one to adjust the rate of the scheme to the suspected number of …
databases that allows one to adjust the rate of the scheme to the suspected number of …
Private information retrieval from MDS coded data in distributed storage systems
The problem of providing privacy, in the private information retrieval (PIR) sense, to users
requesting data from a distributed storage system (DSS), is considered. The DSS is coded …
requesting data from a distributed storage system (DSS), is considered. The DSS is coded …
The capacity of symmetric private information retrieval
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 …
out of K messages from N non-communicating replicated databases (each holds all K …
The capacity of private information retrieval from Byzantine and colluding databases
We consider the problem of single-round private information retrieval (PIR) from N replicated
databases. We consider the case when B databases are outdated (unsynchronized), or …
databases. We consider the case when B databases are outdated (unsynchronized), or …
The capacity of cache aided private information retrieval
R Tandon - 2017 55th Annual Allerton Conference on …, 2017 - ieeexplore.ieee.org
The problem of cache enabled private information retrieval (PIR) is considered in which a
user wishes to privately retrieve one out of K messages, each of size L bits from N distributed …
user wishes to privately retrieve one out of K messages, each of size L bits from N distributed …
Capacity-achieving private information retrieval codes with optimal message size and upload cost
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 …
problem, and show that it has the minimum message size (being one less than the number …
Fundamental limits of cache-aided private information retrieval with unknown and uncoded prefetching
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 …
replicated databases when the user is equipped with a cache that holds an uncoded fraction …
The Capacity of T-Private Information Retrieval With Private Side Information
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 …
(TPIR-PSI). In this problem, N replicated databases store K independent messages, and a …
Cross subspace alignment codes for coded distributed batch computation
The goal of coded distributed computation is to efficiently distribute a computation task, such
as matrix multiplication, N-linear computation, or multivariate polynomial evaluation, across …
as matrix multiplication, N-linear computation, or multivariate polynomial evaluation, across …