Now showing items 21-24 of 24

    • Quantifying genomic privacy via inference attack with high-order SNV correlations 

      Samani, S. S.; Huang, Z.; Ayday, Erman; Elliot, M.; Fellay, J.; Hubaux, J.-P.; Kutalik, Z. (IEEE, 2015)
      As genomic data becomes widely used, the problem of genomic data privacy becomes a hot interdisciplinary research topic among geneticists, bioinformaticians and security and privacy experts. Practical attacks have been ...
    • Re-identification of individuals in genomic data-sharing beacons via allele inference 

      Von Thenen, Nora; Ayday, Erman; Çicek, A. Ercüment (Oxford University Press, 2019)
      Motivation: Genomic data-sharing beacons aim to provide a secure, easy to implement and standardized interface for data-sharing by only allowing yes/no queries on the presence of specific alleles in the dataset. Previously ...
    • Realizing the potential of blockchain technologies in genomics 

      Özercan, Halil İbrahim; İleri, A. M.; Ayday, Erman; Alkan, Can (Cold Spring Harbor Laboratory Press, 2018)
      Genomics data introduce a substantial computational burden as well as data privacy and ownership issues. Data sets generated by high-throughput sequencing platforms require immense amounts of computational resources to ...
    • Threats and solutions for genomic data privacy 

      Ayday, Erman; Hubaux, J. P. (Springer, 2015)
      With the help of rapidly developing technology, DNA sequencing is becoming less expensive. As a consequence, the research in genomics has gained speed in paving the way to personalized (genomic) medicine, and geneticists ...