New method quantifies single-cell data’s risk of private information leakage
Access to publicly available human single-cell gene expression datasets, or scRNA-seq datasets, has significantly enhanced researchers’ understanding of both complex biological systems and the etymology of various diseases. However, the increase in accessibility raises a greater concern about the privacy of the individuals who donated the cells and the likelihood of their private health details being shared without consent.
Previous studies on these privacy breaches have focused on bulk gene expression data sharing, where the average expression levels of genes are measured across a large population of cells from a tissue or sample rather than an individual cell. Because single-cell ...












