Data obfuscation: anonymity and desensitization of usable data sets

Abstract

In some domains, the need for data privacy and data sharing conflict. Data obfuscation addresses this dilemma by extending several existing technologies and defining obfuscation properties that quantify the technologies' usefulness and privacy preservation.