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» A Data Privacy Taxonomy
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HICSS
2009
IEEE
144views Biometrics» more  HICSS 2009»
14 years 4 months ago
Privacy Preserving Decision Tree Mining from Perturbed Data
Privacy preserving data mining has been investigated extensively. The previous works mainly fall into two categories, perturbation and randomization based approaches and secure mu...
Li Liu, Murat Kantarcioglu, Bhavani M. Thuraisingh...
INFOCOM
2007
IEEE
14 years 4 months ago
pDCS: Security and Privacy Support for Data-Centric Sensor Networks
—The demand for efficient data dissemination/access techniques to find the relevant data from within a sensor network has led to the development of data-centric sensor networks...
Min Shao, Sencun Zhu, Wensheng Zhang, Guohong Cao
PKDD
2007
Springer
120views Data Mining» more  PKDD 2007»
14 years 4 months ago
Privacy Preserving Market Basket Data Analysis
Randomized Response techniques have been empirically investigated in privacy preserving association rule mining. However, previous research on privacy preserving market basket data...
Ling Guo, Songtao Guo, Xintao Wu
ICDE
2005
IEEE
167views Database» more  ICDE 2005»
14 years 11 months ago
Privacy and Ownership Preserving of Outsourced Medical Data
The demand for the secondary use of medical data is increasing steadily to allow for the provision of better quality health care. Two important issues pertaining to this sharing o...
Elisa Bertino, Beng Chin Ooi, Yanjiang Yang, Rober...
TLCA
2005
Springer
14 years 3 months ago
Privacy in Data Mining Using Formal Methods
There is growing public concern about personal data collected by both private and public sectors. People have very little control over what kinds of data are stored and how such da...
Stan Matwin, Amy P. Felty, István T. Hern&a...