The generation of functional genomics data by next-generation sequencing has increased
greatly in the past decade. Broad sharing of these data is essential for research …

Fully Homomorphic encryption (FHE) has been gaining in popularity as an emerging means
of enabling an unlimited number of operations in an encrypted message without decryption …

Genome-wide association studies (GWASs) seek to identify genetic variants associated with
a trait, and have been a powerful approach for understanding complex diseases. A critical …

Concerns regarding inappropriate leakage of sensitive personal information as well as
unauthorized data use are increasing with the growth of genomic data repositories …

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 is increasingly at stake …

Genome-wide association studies (GWAS), especially on rare diseases, may necessitate
exchange of sensitive genomic data between multiple institutions. Since genomic data …

The statistical power of genome-wide association studies (GWASs) is affected by the
effective sample size. However, the privacy and security concerns associated with individual …

Introduction Auditing data access behavior on genomic data repositories, such as GTEx, is
needed because the mismatching of the proposed and the actual data usage should be …

Motivation The generalized linear mixed model (GLMM) is an extension of the generalized
linear model (GLM) in which the linear predictor takes random effects into account. Given its …

Abstract Background Genome-Wide Association Studies (GWAS) refer to observational
studies of a genome-wide set of genetic variants across many individuals to see if any …