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SIGKDD
2002
172views more  SIGKDD 2002»
14 years 9 months ago
Data Mining, National Security, Privacy and Civil Liberties
In this paper, we describe the threats to privacy that can occur through data mining and then view the privacy problem as a variation of the inference problem in databases. Keywor...
Bhavani M. Thuraisingham
NIPS
2007
14 years 11 months ago
Privacy-Preserving Belief Propagation and Sampling
We provide provably privacy-preserving versions of belief propagation, Gibbs sampling, and other local algorithms — distributed multiparty protocols in which each party or verte...
Michael Kearns, Jinsong Tan, Jennifer Wortman
TRUSTBUS
2005
Springer
15 years 2 months ago
An Adaptive Privacy Management System for Data Repositories
Marco Casassa Mont, Siani Pearson