Title :
Data obfuscation: anonymity and desensitization of usable data sets
Author :
Bakken, D.E. ; Rarameswaran, R. ; Blough, Douglas M. ; Franz, Andy A. ; Palmer, Ty J.
Author_Institution :
Washington State Univ., Pullman, WA, USA
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.
Keywords :
data mining; data privacy; data anonymity; data desensitization; data obfuscation; data privacy; data sharing; privacy preservation; usable data sets; Control systems; Cryptography; Data mining; Data privacy; Data security; Databases; Degradation; Law; Legal factors; Protection; 65; data obfuscation; data privacy; data sharing;
Journal_Title :
Security & Privacy, IEEE
DOI :
10.1109/MSP.2004.97
