3 papers
cs.DB2024
Enabling Personal Dataflow Sovereignty via Bolt-on Data Escrow
Zhiru Zhu, Raul Castro Fernandez
The digital economy is powered by a continuous and massive exchange of personal data. Individuals provide data to platforms in return for services, from social networking and searc…
cs.DB2023
Within-Dataset Disclosure Risk for Differential Privacy
Zhiru Zhu, Raul Castro Fernandez
Differential privacy (DP) enables private data analysis. In a typical DP deployment, controllers manage individuals' sensitive data and are responsible for answering analysts' quer…
cs.DB2023
Data Station: Delegated, Trustworthy, and Auditable Computation to Enable Data-Sharing Consortia with a Data Escrow
Siyuan Xia, Zhiru Zhu, Chris Zhu +7
Pooling and sharing data increases and distributes its value. But since data cannot be revoked once shared, scenarios that require controlled release of data for regulatory, privac…