The Analysis of Typical Algorithms Based on K-Anonymity
Ti Gui Fan · Applied Mechanics and Materials · 2013
The backgrounds that K-anonymity was put forward are described. K-anonymity, Quasi Identifier and other related concepts are given. We also analyse the basic algorithms based on K-anonymity such as Datafly algorithm, MinGen (Minimal Generalization) algorithm, Incognito algorithm, Classfly & Classfly+ algorithm, Multiple Constraints algorithm etc, and point out the advantages and flaws of these algorithms. Finally, the future directions in the field are discussed.