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201
Voted
PAKDD
2007
ACM
140views Data Mining» more  PAKDD 2007»
16 years 27 days ago
A Hybrid Multi-group Privacy-Preserving Approach for Building Decision Trees
In this paper, we study the privacy-preserving decision tree building problem on vertically partitioned data. We made two contributions. First, we propose a novel hybrid approach, ...
Zhouxuan Teng, Wenliang Du
181
Voted
PAKDD
2007
ACM
130views Data Mining» more  PAKDD 2007»
16 years 27 days ago
Deriving Private Information from Arbitrarily Projected Data
Distance-preserving projection based perturbation has gained much attention in privacy-preserving data mining in recent years since it mitigates the privacy/accuracy tradeoff by ac...
Songtao Guo, Xintao Wu