387 search results - page 10 / 78 » Data mining with differential privacy |
SIGKDD
2002
14 years 9 months ago
2002
Suppose there are many clients, each having some personal information, and one server, which is interested only in aggregate, statistically significant, properties of this informa...
KDD
2004
ACM
15 years 10 months ago
2004
ACM
Protein-protein interactions are of great interest to biologists. A variety of high-throughput techniques have been devised, each of which leads to a separate definition of an int...
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ICDE
2009
IEEE
15 years 11 months ago
2009
IEEE
Data publishing can provide enormous benefits to the society. However, due to privacy concerns, data cannot be published in their original forms. Two types of data publishing can a...
INCDM
2009
Springer
15 years 4 months ago
2009
Springer
In this paper, data mining is used to analyze the differentiation of mammalian Mesenchymal Stem Cells (MSCs). A database comprising the key parameters which, we believe, influence ...
FOCS
2010
IEEE
14 years 7 months ago
2010
IEEE
We study differential privacy in a distributed setting where two parties would like to perform analysis of their joint data while preserving privacy for both datasets. Our results ...