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Optimized Homomorphic Encryption Solution for Secure Genome-Wide Association Studies
implementation public-key cryptography RNS variant of approximate homomorphic encryption genome-wide associate studies
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2019/2/28
Genome-Wide Association Studies (GWAS) refer to observational studies of a genome-wide set of genetic variants across many individuals to see if any genetic variants are associated with a certain trai...
Data Oblivious Genome Variants Search on Intel SGX
SGX TEE
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2018/8/10
We show how to build a practical, private data oblivious genome variants search using Intel SGX. More precisely, we consider the problem posed in Track 2 of the iDash Privacy and Security Workshop 201...
Secure top most significant genome variants search: iDASH 2017 competition
genome variants search private genomic data IDASH competition
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2018/4/4
One of the 3 tracks of iDASH Privacy & Security Workshop 2017 competition was to execute a whole genome variants search on private genomic data. Particularly, the search application was to find the to...
Privacy-Preserving Genome-Wide Association Study is Practical
GWAS homomorphic encryption MPC
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2017/9/30
The deployment of Genome-wide association studies (GWASs) requires genomic information of a large population to produce reliable results. This raises significant privacy concerns, making people hesita...
iDASH Secure Genome Analysis Competition Using ObliVM
ObliVM secure computation genomic
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2016/1/3
For optimal speed, please run our manually optimized
code. Our compiler-generated code results in 1% to 2% larger circuit sizes than the manually
optimized code. The difference in actual running tim...
Private Genome Analysis through Homomorphic Encryption
Homomorphic encryption Genome-wide association studies Hamming distance
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2015/12/22
The rapid development of genome sequencing technology allows researchers to access
large genome datasets. However, outsourcing the data processing to the cloud poses high risks
for personal privacy....