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Secure Genomic Susceptibility Testing based on Lattice Encryption

Abstract: 

Recent advances in Next Generation Sequencing have increased the availability of genomic data for more accurate analyses, like testing for the genetic susceptibility to a disease. Current laboratories' facilities cannot cope with this data growth, and genomic processing needs to be outsourced, comprising serious privacy risks. This work proposes an encrypted genomic susceptibility test protocol based on lattice homomorphic cryptosystems, and introduces optimizations like data packing and transformed processing to achieve considerable gains in performance, bandwidth and storage needs.

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Paper Details

Authors:
Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González
Submitted On:
8 March 2017 - 6:40pm
Short Link:
Type:
Presentation Slides
Event:
Presenter's Name:
Alberto Pedrouzo-Ulloa
Paper Code:
IFS-L1.06
Document Year:
2017
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Document Files

TPP_ICASSP2017.pdf

(97 downloads)

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[1] Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González, "Secure Genomic Susceptibility Testing based on Lattice Encryption", IEEE SigPort, 2017. [Online]. Available: http://sigport.org/1709. Accessed: Nov. 22, 2017.
@article{1709-17,
url = {http://sigport.org/1709},
author = {Juan Ramón Troncoso-Pastoriza; Alberto Pedrouzo-Ulloa; Fernando Pérez-González },
publisher = {IEEE SigPort},
title = {Secure Genomic Susceptibility Testing based on Lattice Encryption},
year = {2017} }
TY - EJOUR
T1 - Secure Genomic Susceptibility Testing based on Lattice Encryption
AU - Juan Ramón Troncoso-Pastoriza; Alberto Pedrouzo-Ulloa; Fernando Pérez-González
PY - 2017
PB - IEEE SigPort
UR - http://sigport.org/1709
ER -
Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González. (2017). Secure Genomic Susceptibility Testing based on Lattice Encryption. IEEE SigPort. http://sigport.org/1709
Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González, 2017. Secure Genomic Susceptibility Testing based on Lattice Encryption. Available at: http://sigport.org/1709.
Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González. (2017). "Secure Genomic Susceptibility Testing based on Lattice Encryption." Web.
1. Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González. Secure Genomic Susceptibility Testing based on Lattice Encryption [Internet]. IEEE SigPort; 2017. Available from : http://sigport.org/1709