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FC
2009
Springer
67views Cryptology» more  FC 2009»
14 years 21 days 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
ICDM
2007
IEEE
138views Data Mining» more  ICDM 2007»
14 years 21 days ago
Preserving Privacy through Data Generation
Many databases will not or can not be disclosed without strong guarantees that no sensitive information can be extracted. To address this concern several data perturbation techniq...
Jilles Vreeken, Matthijs van Leeuwen, Arno Siebes
PAKDD
2010
ACM
182views Data Mining» more  PAKDD 2010»
14 years 19 days ago
Computation of Ratios of Secure Summations in Multi-party Privacy-Preserving Latent Dirichlet Allocation
In this paper, we focus our attention on the problem of computing the ratio of two numbers, both of which are the summations of the private numbers distributed in different parties...
Bin Yang, Hiroshi Nakagawa
CRYPTO
2006
Springer
101views Cryptology» more  CRYPTO 2006»
14 years 15 days ago
When Random Sampling Preserves Privacy
Kamalika Chaudhuri, Nina Mishra
CSE
2009
IEEE
14 years 4 days ago
Adapting Privacy-Preserving Computation to the Service Provider Model
There are many applications for Secure Multi-Party Computation (SMC), but practical adoption is still an issue. One reason is that the business model of the application does not m...
Florian Kerschbaum