A Universally Applicable Differential Privacy System: Redefining Utility in Database Privacy to Prioritize User Experience
Data privacy is a fundamental ethical goal. We must aim for innovating without exploiting. In order to provide formal privacy guarantees, differential privacy has been the central method of implementing database privacy. However, there are many barriers to widespread adoption. General methods lack a...
Main Author: | Xu, Helen J. |
---|---|
Other Authors: | Madden, Samuel |
Format: | Thesis |
Published: |
Massachusetts Institute of Technology
2022
|
Online Access: | https://hdl.handle.net/1721.1/144558 |
Similar Items
-
Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs
by: Cho, Hyunghoon, et al.
Published: (2022) -
Privacy-Preserving Biomedical Database Queries with Optimal Privacy-Utility Trade-Offs
by: Cho, Hyunghoon, et al.
Published: (2021) -
Utilizing hippocratic database for personal information privacy protection
by: Mohamed Sidek, Zailani, et al.
Published: (2008) -
Privacy-preserving federating learning with differential privacy
by: Qi, Kehu
Published: (2024) -
Differential privacy for survival analysis and user data collection
by: Nguyen, Thong T.
Published: (2019)