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ICDT
2010
ACM
172views Database» more  ICDT 2010»
14 years 2 months ago
k-jump strategy for preserving privacy in micro-data disclosure
In disclosing micro-data with sensitive attributes, the goal is usually two fold. First, the data utility of disclosed data should be maximized for analysis purposes. Second, the ...
Wen Ming Liu, Lingyu Wang, Lei Zhang
SIGMOD
2000
ACM
102views Database» more  SIGMOD 2000»
14 years 2 months ago
Privacy-Preserving Data Mining
Rakesh Agrawal, Ramakrishnan Srikant
PKC
1999
Springer
86views Cryptology» more  PKC 1999»
14 years 2 months ago
Preserving Privacy in Distributed Delegation with Fast Certificates
Abstract. In a distributed system, dynamically dividing execution between nodes is essential for service robustness. However, when all of the nodes cannot be equally trusted, and w...
Pekka Nikander, Yki Kortesniemi, Jonna Partanen
FC
2009
Springer
67views Cryptology» more  FC 2009»
14 years 1 months ago
Privacy-Preserving Classifier Learning
We present an efficient protocol for the privacy-preserving, distributed learning of decision-tree classifiers. Our protocol allows a user to construct a classifier on a database h...
Justin Brickell, Vitaly Shmatikov