Private and secure distributed matrix multiplication schemes for replicated or MDS-coded servers

J Li, C Hollanti - IEEE Transactions on Information Forensics …, 2022 - ieeexplore.ieee.org
In this paper, we study the problem of private and secure distributed matrix multiplication
(PSDMM), where a user having a private matrix and non-colluding servers sharing a library …

Improved constructions for secure multi-party batch matrix multiplication

J Zhu, Q Yan, X Tang - IEEE Transactions on Communications, 2021 - ieeexplore.ieee.org
This paper investigates the problem of Secure Multi-party Batch Matrix Multiplication
(SMBMM), where a user aims to compute the pairwise products of two batch of massive …

General framework for linear secure distributed matrix multiplication with byzantine servers

O Makkonen, C Hollanti - IEEE Transactions on Information …, 2024 - ieeexplore.ieee.org
In this paper, a general framework for linear secure distributed matrix multiplication (SDMM)
is introduced. The model allows for a neat treatment of straggling and Byzantine servers via …

A systematic approach towards efficient private matrix multiplication

J Zhu, S Li - IEEE Journal on Selected Areas in Information …, 2022 - ieeexplore.ieee.org
We consider the problems of Private and Secure Matrix Multiplication (PSMM) and Fully
Private Matrix Multiplication (FPMM), for which matrices privately selected by a master node …

Generalized lagrange coded computing: A flexible computation-communication tradeoff

J Zhu, S Li - 2022 IEEE International Symposium on …, 2022 - ieeexplore.ieee.org
We consider the problem of evaluating arbitrary multivariate polynomials over a massive
dataset, in a distributed computing system with a master node and multiple worker nodes …

Information-theoretically private matrix multiplication from mds-coded storage

J Zhu, S Li, J Li - IEEE Transactions on Information Forensics …, 2023 - ieeexplore.ieee.org
We study two problems of private matrix multiplication, over a distributed computing system
consisting of a master node, and multiple servers that collectively store a family of public …

Symmetric private polynomial computation from lagrange encoding

J Zhu, Q Yan, X Tang, S Li - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
The problem of-secure-colluding symmetric Private Polynomial Computation (PPC) from
coded storage system with Byzantine and unresponsive servers is studied in this paper …

On secure distributed linearly separable computation

K Wan, H Sun, M Ji, G Caire - IEEE Journal on Selected Areas …, 2022 - ieeexplore.ieee.org
Distributed linearly separable computation, where a user asks some distributed servers to
compute a linearly separable function, was recently formulated by the same authors and …

Multi-user blind symmetric private information retrieval from coded servers

J Zhu, Q Yan, X Tang - IEEE Journal on Selected Areas in …, 2022 - ieeexplore.ieee.org
The problem of Multi-user Blind-secure-colluding Symmetric Private Information Retrieval
from Maximum Distance Separable (MDS) coded storage system with Byzantine and …

Analog secure distributed matrix multiplication over complex numbers

O Makkonen, C Hollanti - 2022 IEEE International Symposium …, 2022 - ieeexplore.ieee.org
This work considers the problem of distributing matrix multiplication over the real or complex
numbers to helper servers, such that the information leakage to these servers is close to …