no code implementations • 11 Jan 2023 • Rajagopal Venkatesaramani, Zhiyu Wan, Bradley A. Malin, Yevgeniy Vorobeychik
Several approaches have been proposed to preserve privacy, which either suppress a subset of genomic variants or modify query responses for specific variants (e. g., adding noise, as in differential privacy).
1 code implementation • 2 Aug 2022 • Chao Yan, Yao Yan, Zhiyu Wan, Ziqi Zhang, Larsson Omberg, Justin Guinney, Sean D. Mooney, Bradley A. Malin
The results illustrate that there is a utility-privacy tradeoff for sharing synthetic EHR data.