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Sequre: a high-performance framework for secure multiparty computation enables biomedical data sharing
Secure multiparty computation (MPC) is a cryptographic tool that allows computation on top of sensitive biomedical data without revealing private...
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EasySMPC: a simple but powerful no-code tool for practical secure multiparty computation
BackgroundModern biomedical research is data-driven and relies heavily on the re-use and sharing of data. Biomedical data, however, is subject to...
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MPCDDI: A Secure Multiparty Computation-Based Deep Learning Framework for Drug-Drug Interaction Predictions
Drug-drug interaction (DDI) is a key concern in drug development and pharmacovigilance. It is important to improve DDI predictions by integrating...
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SVAT: Secure outsourcing of variant annotation and genotype aggregation
BackgroundSequencing of thousands of samples provides genetic variants with allele frequencies spanning a very large spectrum and gives invaluable...
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COLLAGENE enables privacy-aware federated and collaborative genomic data analysis
Growing regulatory requirements set barriers around genetic data sharing and collaborations. Moreover, existing privacy-aware paradigms are...
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GPU Cloud Architectures for Bioinformatic Applications
The world of computing is constantly evolving. The trends that are sha** today’s applications are Cloud computing and GPU computing. These...
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Secure genome-wide association analysis using multiparty computation
Most sequenced genomes are currently stored in strict access-controlled repositories
1 ,2 ,3 . Free access to these data could improve the power of...
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Towards practical privacy-preserving genome-wide association study
BackgroundThe deployment of Genome-wide association studies (GWASs) requires genomic information of a large population to produce reliable results....
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Emerging technologies towards enhancing privacy in genomic data sharing
As the scale of genomic and health-related data explodes and our understanding of these data matures, the privacy of the individuals behind the data...
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A resource-fair protocol for two-party coin toss
Coin-flip** protocols allow mutually distrustful parties to generate a random bit with uniform distribution. Minimizing bias and kee** fairness...
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One-time rational secret sharing scheme based on bayesian game
The rational secret sharing cannot be realized in the case of being played only once, and some punishments in the one-time rational secret sharing...