79 search results - page 2 / 16 » On the Privacy Preserving Properties of Random Data Perturba... |
ICDE
2005
IEEE
14 years 6 months ago
2005
IEEE
To preserve client privacy in the data mining process, a variety of techniques based on random perturbation of individual data records have been proposed recently. In this paper, ...
HICSS
2009
IEEE
13 years 11 months ago
2009
IEEE
Privacy preserving data mining has been investigated extensively. The previous works mainly fall into two categories, perturbation and randomization based approaches and secure mu...
SIGMOD
2005
ACM
14 years 5 months ago
2005
ACM
We present techniques for privacy-preserving computation of multidimensional aggregates on data partitioned across multiple clients. Data from different clients is perturbed (rand...
ICDE
2006
IEEE
13 years 10 months ago
2006
IEEE
Several randomized techniques have been proposed for privacy preserving data mining of continuous data. These approaches generally attempt to hide the sensitive data by randomly m...
SIGKDD
2002
13 years 4 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...