Advisors
Now showing items 1-8 of 8
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Analyzing the effect of kinship for re-identification attacks in genomic data sharing beacons
(Bilkent University, 2019-08)Genomic data contains sensitive information about an individual. Family members' genome sequence can be re-constructed with high confidence or individuals' may face discrimination because of predisposition of a disease ... -
Collusion-secure watermarking for sequential data
(Bilkent University, 2017-09)In this work, we address the liability issues that may arise due to unauthorized sharing of personal data. We consider a scenario in which an individual shares his sequential data (such as genomic data or location patterns) ... -
Privacy protection for spatial trajectories against brute-force attacks
(Bilkent University, 2018-08)The prevalence of Global Positioning System (GPS) equipped mobile devices and wireless communication technologies have resulted in widespread development of location-based services (LBS). As some typical examples of LBS, ... -
Privacy-preserving computation and robust watermarking techniques for healthcare data
(Bilkent University, 2018-07)Health and genomic data is sensitive in terms of carrying private information about individuals. One can infer inherited/genetic disorders, their occurrence probabilities, information about race, and kinship by analyzing ... -
Privacy-preserving data sharing and utilization between entities
(Bilkent University, 2017-07)In this thesis, we aim to enable privacy-preserving data sharing between entities and propose two systems for this purpose: (i) a veri able computation scheme that enables privacy-preserving similarity computation in the ... -
Privacy-preserving protocols for aggregate location queries via homomorphic encryption and multiparty computation
(Bilkent University, 2019-07)Two main goals of the businesses are to serve their customers better and in the meantime, increase their pro t. One of the ways that businesses can improve their services is using location information of their customers ... -
A privacy-preserving solution for storage and processing of personal health records against brute-force attacks
(Bilkent University, 2017-09)There is a crucial need for protecting patient's sensitive information, such as personal health record (PHR), from unauthorized users due to the increase in demands of electronic health records. Even though cryptography ... -
Quantifying and protecting genomic privacy
(Bilkent University, 2018-07)Today, genome sequencing is more accessible and affordable than ever. It is also possible for individuals to share their genomic data with service providers or on public websites. Although genomic data has significant ...
