ICASSP 2017accepted0 citations
Secure genomic susceptibility testing based on lattice encryption
Juan Ramón Troncoso-Pastoriza, Alberto Pedrouzo-Ulloa, Fernando Pérez-González
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.
BibTeX
@inproceedings{icassp2017_securegenomicsus,
title = {Secure genomic susceptibility testing based on lattice encryption},
author = {Juan Ramón Troncoso-Pastoriza and Alberto Pedrouzo-Ulloa and Fernando Pérez-González},
booktitle = {ICASSP 2017},
year = {2017}
}