258 citations · 705 across the 68 of their papers we have counts for
4 papers · 1 filter
Secure Distributed Gram Matrix Multiplication
Okko Makkonen, Camilla Hollanti
The Gram matrix of a matrix is defined as (or ). Computing the Gram matrix is an important operation in many applications, such as linear regression with the lea…
General Framework for Linear Secure Distributed Matrix Multiplication with Byzantine Servers
Okko Makkonen, Camilla Hollanti
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 serve…
Private Information Retrieval from Colluding and Byzantine Servers with Binary Reed-Muller Codes
Perttu Saarela, Matteo Allaix, Ragnar Freij-Hollanti +1
In this work, a flexible and robust private information retrieval (PIR) scheme based on binary non-maximum distance separable (non-MDS) codes is considered. This combines previous…
Analog Secure Distributed Matrix Multiplication over Complex Numbers
Okko Makkonen, Camilla Hollanti
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 clos…