Risk‐Utility Paradigms for Statistical Disclosure Limitation: How to Think, But Not How to Act

By Lawrence H. Cox, Alan F. Karr, Satkartar K. Kinney. 2011

53 citations recorded by the source corpus.

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

1. Fida Kamal Dankar
2. M. Berzofsky
3. K. El Emam
4. Kenneth A. Bollen
5. P. Biemer
6. Stephen J Tueller
7. Alan F. Karr
8. Tenko Raykov

Citations in the corpus

• Are Survey Weights Needed? A Review of Diagnostic Tests in Regression Analysis (2016, background): “The same phenomenon can arise if the released data have been subjected to statistical disclosure limitation, which, because it attenuates structure in the data, may reduce the role of weights (Cox et al. 2011, Fienberg 2009).”
• The application of differential privacy to health data (2012, background): “In [8], the author suggests that the current formulation of differential privacy focuses on achieving privacy rather than on preserving utility, and, as mentioned before, that is due to the fact that differential privacy seeks to protect even extreme values in the database domain (through f ∆ ).”