Differential-Private Data Publishing Through Component Analysis
JiangXiaoqian, JiZhanglong, WangShuang, MohammedNoman, ChengSamuel, Ohno-MachadoLucila · Transactions on data privacy · 2013
A reasonable compromise of privacy and utility exists at an 'appropriate' resolution of the data. We proposed novel mechanisms to achieve privacy preserving data publishing PPDP satisfying e-differ...