Degree tables for secure distributed matrix multiplication

RGL D'Oliveira, S El Rouayheb… - IEEE Journal on …, 2021 - ieeexplore.ieee.org
We consider the problem of secure distributed matrix multiplication (SDMM) in which a user
wishes to compute the product of two matrices with the assistance of honest but curious …

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 …

HerA scheme: Secure distributed matrix multiplication via Hermitian codes

RA Machado, GL Matthews… - 2023 IEEE International …, 2023 - ieeexplore.ieee.org
We consider the problem of secure distributed matrix multiplication (SDMM), where a user
has two matrices and wishes to compute their product with the help of N honest but curious …

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 …

Field trace polynomial codes for secure distributed matrix multiplication

RA Machado, RGL D'Oliveira… - … of Redundancy in …, 2021 - ieeexplore.ieee.org
We consider the problem of communication efficient secure distributed matrix multiplication.
The previous literature has focused on reducing the number of servers as a proxy for …

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 …

Efficient Coded Multi-Party Computation at Edge Networks

E Vedadi, Y Keshtkarjahromi… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Multi-party computation (MPC) is promising for designing privacy-preserving machine
learning algorithms at edge networks. An emerging approach is coded-MPC (CMPC), which …

Secure Distributed Matrix Multiplication Under Arbitrary Collusion Pattern

Y Yao, N Liu, W Kang, C Li - IEEE Transactions on Information …, 2022 - ieeexplore.ieee.org
We study the secure distributed matrix multiplication (SDMM) problem under arbitrary
collusion pattern. In the one-sided SDMM problem, where only one matrix of the matrix …