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  4. Revisiting Multivariate Lattices for Encrypted Signal Processing
 
conference paper

Revisiting Multivariate Lattices for Encrypted Signal Processing

Pedrouzo-Ulloa, Alberto
•
Troncoso-Pastoriza, Juan R.  
•
Perez-Gonzalez, Fernando
January 1, 2019
IH&MMSec'19: Proceedings of the ACMWorkshop on Information Hiding And Multimedia Security
7th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec)

Multimedia contents are inherently sensitive signals that must be protected when processed in untrusted environments. The field of Secure Signal Processing addresses this challenge by developing methods which enable operating with sensitive signals in a privacy-conscious way. Recently, we introduced a hard lattice problem called m-RLWE (multivariate Ring Learning with Errors) which gives support to efficient encrypted processing of multidimensional signals. Afterwards, Bootland et al. presented an attack to m-RLWE that reduces the Qsecurity of the underlying scheme from a lattice with dimension Pi(ini) to max{n(i)}(i). Our work introduces a new pre-/postcoding block that addresses this attack and achieves the efficient results of our initial ap Qproach while basing its security directly on RLWE with dimension Pi(ini) , hence preserving the security and efficiency originally claimed. Additionally, this work provides a detailed comparison between a conventional use of RLWE, m-RLWE and our new pre-/post-coding procedure, which we denote "packed"-RLWE. Finally, we discuss a set of encrypted signal processing applications which clearly benefit from the proposed framework, either alone or in a combination of baseline RLWE, m-RLWE and "packed"-RLWE.

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Type
conference paper
DOI
10.1145/3335203.3335730
Web of Science ID

WOS:000520008000023

Author(s)
Pedrouzo-Ulloa, Alberto
Troncoso-Pastoriza, Juan R.  
Perez-Gonzalez, Fernando
Date Issued

2019-01-01

Publisher

ASSOC COMPUTING MACHINERY

Publisher place

New York

Published in
IH&MMSec'19: Proceedings of the ACMWorkshop on Information Hiding And Multimedia Security
ISBN of the book

978-1-4503-6821-6

Start page

161

End page

172

Subjects

secure signal processing

•

lattice-based cryptography

•

homomorphic encryption

•

multidimensional signal processing

•

system

Editorial or Peer reviewed

REVIEWED

Written at

EPFL

EPFL units
LDS  
Event nameEvent placeEvent date
7th ACM Workshop on Information Hiding and Multimedia Security (IH&MMSec)

Paris, FRANCE

Jul 03-05, 2019

Available on Infoscience
April 3, 2020
Use this identifier to reference this record
https://infoscience.epfl.ch/handle/20.500.14299/167923
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