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 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 …
information. The problem setup includes a database of K independent messages possibly …
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 …
Private set intersection: A multi-message symmetric private information retrieval perspective
We study the problem of private set intersection (PSI). In this problem, there are two entities,
for, each storing a set, whose elements are picked from a finite set, on replicated and non …
for, each storing a set, whose elements are picked from a finite set, on replicated and non …
Single-server multi-message private information retrieval with side information
We study the problem of single-server multimessage private information retrieval with side
information. One user wants to recover N out of K independent messages which are stored …
information. One user wants to recover N out of K independent messages which are stored …
The role of coded side information in single-server private information retrieval
A Heidarzadeh, F Kazemi… - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
We study the role of coded side information in single-server Private Information Retrieval
(PIR). An instance of the single-server PIR problem includes a server that stores a database …
(PIR). An instance of the single-server PIR problem includes a server that stores a database …
Single-server multi-message individually-private information retrieval with side information
A Heidarzadeh, S Kadhe… - 2019 IEEE …, 2019 - ieeexplore.ieee.org
We consider a multi-user variant of the private information retrieval problem described as
follows. Suppose there are D users, each of which wants to privately retrieve a distinct …
follows. Suppose there are D users, each of which wants to privately retrieve a distinct …
Multi-party private set intersection: An information-theoretic approach
We investigate the problem of multi-party private set intersection (MP-PSI). In MP-PSI, there
are M parties, each storing a data set P i over N i replicated and non-colluding databases …
are M parties, each storing a data set P i over N i replicated and non-colluding databases …
Semantic private information retrieval
We investigate the problem of semantic private information retrieval (semantic PIR). In
semantic PIR, a user retrieves a message out of independent messages stored in replicated …
semantic PIR, a user retrieves a message out of independent messages stored in replicated …
Asymmetric leaky private information retrieval
Information-theoretic formulations of the private information retrieval (PIR) problem have
been investigated under a variety of scenarios. Symmetric private information retrieval …
been investigated under a variety of scenarios. Symmetric private information retrieval …