32 citations · 91 across the 60 of their papers we have counts for
7 papers · 1 filter
zkFaith: Soonami's Zero-Knowledge Identity Protocol
Mina Namazi, Duncan Ross, Xiaojie Zhu +1
Individuals are encouraged to prove their eligibility to access specific services regularly. However, providing various organizations with personal data spreads sensitive informati…
Privacy-Preserving Link Prediction
Didem Demirag, Mina Namazi, Erman Ayday +1
Consider two data holders, ABC and XYZ, with graph data (e.g., social networks, e-commerce, telecommunication, and bio-informatics). ABC can see that node A is linked to node B, an…
PROVGEN: A Privacy-Preserving Approach for Outcome Validation in Genomic Research
Yuzhou Jiang, Tianxi Ji, Erman Ayday
As genomic research has grown increasingly popular in recent years, dataset sharing has remained limited due to privacy concerns. This limitation hinders the reproducibility and va…
Robust Fingerprinting of Genomic Databases
Tianxi Ji, Erman Ayday, Emre Yilmaz +1
Database fingerprinting has been widely used to discourage unauthorized redistribution of data by providing means to identify the source of data leakages. However, there is no fing…
Robust Fingerprint of Location Trajectories Under Differential Privacy
Yuzhou Jiang, Emre Yilmaz, Erman Ayday
Directly releasing those data raises privacy and liability (e.g., due to unauthorized distribution of such datasets) concerns since location data contain users' sensitive informati…
Facilitating Federated Genomic Data Analysis by Identifying Record Correlations while Ensuring Privacy
Leonard Dervishi, Xinyue Wang, Wentao Li +4
With the reduction of sequencing costs and the pervasiveness of computing devices, genomic data collection is continually growing. However, data collection is highly fragmented and…
ShareTrace: Contact Tracing with the Actor Model
Ryan Tatton, Erman Ayday, Youngjin Yoo +1
Proximity-based contact tracing relies on mobile-device interaction to estimate the spread of disease. ShareTrace is one such approach that improves the efficacy of tracking diseas…