387 search results - page 14 / 78 » Data mining with differential privacy |
KDD
2006
ACM
15 years 10 months ago
2006
ACM
Privacy preserving data processing has become an important topic recently because of advances in hardware technology which have lead to widespread proliferation of demographic and...
SIGMOD
2004
ACM
15 years 10 months ago
2004
ACM
We provide here an overview of the new and rapidly emerging research area of privacy preserving data mining. We also propose a classification hierarchy that sets the basis for ana...
ACSC
2004
IEEE
15 years 1 months ago
2004
IEEE
Knowledge discovery allows considerable insight into data. This brings with it the inherent risk that what is inferred may be private or ethically sensitive. The process of genera...
SDM
2008
SIAM
14 years 11 months ago
2008
SIAM
Currently, many privacy-preserving data mining (PPDM) algorithms assume the semi-honest model and/or malicious model of multi-party interaction. However, both models are far from ...
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POPL
2012
ACM
13 years 5 months ago
2012
ACM
Differential privacy is a notion of confidentiality that protects the privacy of individuals while allowing useful computations on their private data. Deriving differential priva...