6 citations · 14 across the 22 of their papers we have counts for
4 papers · 1 filter
Privacy-Preserving Identification of Target Patients from Outsourced Patient Data
Xiaojie Zhu, Erman Ayday, Roman Vitenberg
With the increasing affordability and availability of patient data, hospitals tend to outsource their data to cloud service providers (CSPs) for the purpose of storage and analytic…
Near-Optimal Privacy-Utility Tradeoff in Genomic Studies Using Selective SNP Hiding
Nour Almadhoun Alserr, Gulce Kale, Onur Mutlu +2
Motivation: Researchers need a rich trove of genomic datasets that they can leverage to gain a better understanding of the genetic basis of the human genome and identify associatio…
The Curse of Correlations for Robust Fingerprinting of Relational Databases
Tianxi Ji, Emre Yilmaz, Erman Ayday +1
Database fingerprinting have been widely adopted to prevent unauthorized sharing of data and identify the source of data leakages. Although existing schemes are robust against comm…
Genomic Data Sharing under Dependent Local Differential Privacy
Emre Yilmaz, Tianxi Ji, Erman Ayday +1
Privacy-preserving genomic data sharing is prominent to increase the pace of genomic research, and hence to pave the way towards personalized genomic medicine. In this paper, we in…