Multi-server private linear computation with joint and individual privacy guarantees

N Esmati, A Heidarzadeh… - 2021 XVII International …, 2021 - ieeexplore.ieee.org
This paper considers the problem of multi-server Private Linear Computation, under the joint
and individual privacy guarantees. In this problem, identical copies of a dataset comprised of …

Multi-server private linear transformation with joint privacy

F Kazemi, A Sprintson - 2021 XVII International Symposium" …, 2021 - ieeexplore.ieee.org
This paper focuses on the Private Linear Transformation (PLT) problem in the multi-server
scenario. In this problem, there are N servers, each of which stores an identical copy of a …

Private computation with individual and joint privacy

A Heidarzadeh, A Sprintson - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
This paper considers the problem of single-server Private Computation (PC) in the presence
of Side Information (SI). In this problem, there is a server that stores K iid messages, and a …

Private linear transformation: The joint privacy case

N Esmati, A Heidarzadeh… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
In this paper, we introduce the problem of Private Linear Transformation (PLT). This problem
includes a single (or multiple) remote server (s) storing (identical copies of) K messages and …

Private computation with side information: The single-server case

A Heidarzadeh, A Sprintson - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
This paper considers the problem of single-server Private Computation wit Side Information
(PC-SI). In this problem, there is a user that initially has a subset of M messages from a …

Private information retrieval with private coded side information: The multi-server case

F Kazemi, E Karimi, A Heidarzadeh… - 2019 57th Annual …, 2019 - ieeexplore.ieee.org
In this paper, we consider the multi-server setting of Private Information Retrieval with
Private Coded Side Information (PIR-PCSI) problem. In this problem, there is a database of …

Single-server private linear transformation: The joint privacy case

A Heidarzadeh, N Esmati… - IEEE Journal on Selected …, 2022 - ieeexplore.ieee.org
This paper introduces the problem of Private Linear Transformation (PLT) which generalizes
the problems of private information retrieval and private linear computation. The PLT …

Private Multiple Linear Computation: A Flexible Communication-Computation Tradeoff

J Zhu, L Li, X Tang, P Deng - arXiv preprint arXiv:2404.09165, 2024 - arxiv.org
We consider the problem of private multiple linear computation (PMLC) over a replicated
storage system with colluding and unresponsive constraints. In this scenario, the user …

Single-server private linear transformation: The individual privacy case

A Heidarzadeh, N Esmati, A Sprintson - arXiv preprint arXiv:2106.05222, 2021 - arxiv.org
This paper considers the single-server Private Linear Transformation (PLT) problem with
individual privacy guarantees. In this problem, there is a user that wishes to obtain $ L …

Private sequential function computation

B Tahmasebi, MA Maddah-Ali - 2019 IEEE International …, 2019 - ieeexplore.ieee.org
In this paper, we introduce the problem of private sequential function computation, where a
user wishes to compute a composition of a sequence of K linear functions, in a specific …