PSD
2010
Springer
13 years 9 months ago
2010
Springer
Recently Sarathy and Muralidhar (2009) provided the first attempt at illustrating the implementation of differential privacy for numerical data. In this paper, we attempt to provid...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
Minimum-distance controlled tabular adjustment methods (CTA), and its restricted variants (RCTA), is a recent perturbative approach for tabular data protection. Given a table to be...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
Statistical agencies release microdata to researchers after applying statistical disclosure control (SDC) methods. Noise addition is a perturbative SDC method which is carried out...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
Record linkage has a long tradition in both the statistical and the computer science literature. We survey current approaches to the record linkage problem in a privacy-aware setti...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
The pre-tabular statistical disclosure control (SDC) method of data swapping is the preferred method for protecting Census tabular data in some National Statistical Institutes, in...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
The concept of differential privacy was motivated through the example of Terry Gross’ height in Dwork (2006). In this paper, we show that when a procedure based on differential p...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
In survey statistics, simulation studies are usually performed by repeatedly drawing samples from population data. Furthermore, population data may be used in courses on survey sta...
PSD
2010
Springer
13 years 9 months ago
2010
Springer
We introduce the novel concept of coprivacy or co-operative privacy to make privacy preservation attractive. A protocol is coprivate if the best option for a player to preserve her...