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 …
The capacity of private information retrieval
In the private information retrieval (PIR) problem, a user wishes to retrieve, as efficiently as
possible, one out of K messages from N non-communicating databases (each holds all K …
possible, one out of K messages from N non-communicating databases (each holds all K …
The capacity of private information retrieval from coded databases
We consider the problem of private information retrieval (PIR) over a distributed storage
system. The storage system consists of N non-colluding databases, each storing an MDS …
system. The storage system consists of N non-colluding databases, each storing an MDS …
The capacity of robust private information retrieval with colluding databases
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 …
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 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 We consider the case when B databases are outdated (unsynchronized), or …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 We consider the case when B databases are outdated (unsynchronized), or …
Private information retrieval with side information
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 …
information. The problem setup includes a database of K independent messages possibly …
Multi-message private information retrieval: Capacity results and near-optimal schemes
We consider the problem of multi-message private information retrieval (MPIR) from N non-
communicating replicated databases. In MPIR, the user is interested in retrieving P …
communicating replicated databases. In MPIR, the user is interested in retrieving P …
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 …