![[Search]](/static/images/search.gif){kind=small}
![[A-Z Index]](/static/images/az.gif){kind=small}
![[Contact]](/static/images/contact.gif){kind=small}
![[University of Cambridge]](/static/images/identifier2.gif){kind=small}
![[Talks.cam]](/static/images/talkslogosmall.gif)
Jerry Reiter (Duke University)
Wednesday 06 July 2016, 11:30-12:30
Data Dissemination: A Survey of Recent Approaches, Challenges, and Connections to Data Linkage
- đ¤ Speaker: Jerry Reiter (Duke University)
- đ Date & Time: Wednesday 06 July 2016, 11:30 - 12:30
- đ Venue: Seminar Room 1, Newton Institute
Abstract
I introduce common strategies for reducing disclosure risks when releasing public use microdata, i.e., data on individuals. I discuss some of their pros and cons in terms of data quality and disclosure risks, connecting to data linkage where possible. I also talk about a key challenge in data dissemination: how to give feedback to users on the quality of analyses of disclosure-protected data. Such feedback is essential if analysts are to trust results from (heavily) redacted microdata. They also are essential for query systems that report (perturbed) outputs from statistical models. However, such feedback leaks information about confidential data values. I discuss approaches for feedback that satisfy the risk criterion differential privacy for releasing diagnostics in regression models.
Series This talk is part of the Isaac Newton Institute Seminar Series series.
Included in Lists
- All CMS events
- bld31
- Cambridge Centre for Data-Driven Discovery (C2D3)
- Cambridge talks
- Chris Davis' list
- dh539
- Featured lists
- INI info aggregator
- Interested Talks
- Isaac Newton Institute Seminar Series
- ndk22's list
- ob366-ai4er
- rp587
- School of Physical Sciences
- Seminar Room 1, Newton Institute
- Trust & Technology Initiative - interesting events
- yk449
Note: Ex-directory lists are not shown.