13 citations · 19 across the 6 of their papers we have counts for
4 papers · 1 filter
A Game-Theoretic Approach to Privacy-Utility Tradeoff in Sharing Genomic Summary Statistics
Tao Zhang, Rajagopal Venkatesaramani, Rajat K. De +2
The advent of online genomic data-sharing services has sought to enhance the accessibility of large genomic datasets by allowing queries about genetic variants, such as summary sta…
Enabling Trade-offs in Privacy and Utility in Genomic Data Beacons and Summary Statistics
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin +1
The collection and sharing of genomic data are becoming increasingly commonplace in research, clinical, and direct-to-consumer settings. The computational protocols typically adopt…
Defending Against Membership Inference Attacks on Beacon Services
Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin +1
Large genomic datasets are now created through numerous activities, including recreational genealogical investigations, biomedical research, and clinical care. At the same time, ge…
Privacy in the Genomic Era
Muhammad Naveed, Erman Ayday, Ellen W. Clayton +5
Genome sequencing technology has advanced at a rapid pace and it is now possible to generate highly-detailed genotypes inexpensively. The collection and analysis of such data has t…