Responsible Genomic Data Sharing: Challenges and Approaches
Editat de Xiaoqian Jiang, Haixu Tangen Limba Engleză Paperback – 16 mar 2020
- Addresses privacy preserving technologies and how they can be applied to enable responsible genomic data sharing
- Employs illustrative case studies and analyzes emerging genomic data sharing efforts, common challenges and lessons learned
- Features chapter contributions from international experts in responsible approaches to genomic data sharing
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Specificații
ISBN-13: 9780128161975
ISBN-10: 0128161973
Pagini: 210
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
ISBN-10: 0128161973
Pagini: 210
Dimensiuni: 191 x 235 mm
Editura: ELSEVIER SCIENCE
Public țintă
Active clinical and translational researchers across genetics, genomics, molecular biology, molecular diagnostics, and bioinformatics; pharmacologists; genetic counselorsStudents at the graduate level and above in genetics, genomics, bioinformatics, molecular biology, and pharmaceutical science
Cuprins
Section I: Privacy Challenges in Genomic Data Sharing 1. Criticality of Data Sharing in Genomic Research & Public views of genomic data sharing Gamze Gursoy 2. Genomic data access policy models Stephanie Dyke 3. Information leaks in aggregate genomic data, inference attacks Erman Ayday 4. Genealogical search using whole genome genotype profiles Yuan Wei, Ryan Lewis, Ardalan Naseri, Shaojie Zhang, Degui Zhi
Section II: Privacy-Preserving Techniques for Responsible Genomic Data Sharing 5. Homomorphic encryption Kim Laine 6. Secure Multiparty Computing (MPC) Yan Huang 7. Game-Theoretic Approaches (for Genomic Privacy) Zhiyu Wan 8. Hardware (SGX) Somnath Chakrabarti, Thomas Knauth, Dmitrii Kuvaiskii, Michael Steiner and Mona Vij
Section II: Privacy-Preserving Techniques for Responsible Genomic Data Sharing 5. Homomorphic encryption Kim Laine 6. Secure Multiparty Computing (MPC) Yan Huang 7. Game-Theoretic Approaches (for Genomic Privacy) Zhiyu Wan 8. Hardware (SGX) Somnath Chakrabarti, Thomas Knauth, Dmitrii Kuvaiskii, Michael Steiner and Mona Vij