A Firm Foundation For Private Data Analysis

submitted by: cdwork2003@yahoo.com
In the information realm, loss of privacy is usually associated with failure to control access to information, to control the flow of information, or to control the purposes for which information is employed. Differential privacy arose in a context in which ensuring privacy is a challenge even if all these control problems are solved: privacy-preserving statistical analysis of data. The problem of statistical disclosure control— revealing accurate statistics about a set of...
Authors: Cynthia Dwork