12 citations · 14 across the 3 of their papers we have counts for
4 papers
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…
Collusion-Resilient Probabilistic Fingerprinting Scheme for Correlated Data
Emre Yilmaz, Erman Ayday
In order to receive personalized services, individuals share their personal data with a wide range of service providers, hoping that their data will remain confidential. Thus, in c…
Locally Differentially Private Naive Bayes Classification
Emre Yilmaz, Mohammad Al-Rubaie, J. Morris Chang
In machine learning, classification models need to be trained in order to predict class labels. When the training data contains personal information about individuals, collecting t…