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GRC
2007
IEEE
15 years 4 months ago
Privacy Preserving Collaborative Filtering Using Data Obfuscation
Collaborative filtering (CF) systems are being widely used in E-commerce applications to provide recommendations to users regarding products that might be of interest to them. Th...
Rupa Parameswaran, Douglas M. Blough
ICDE
2008
IEEE
114views Database» more  ICDE 2008»
16 years 6 months ago
On Unifying Privacy and Uncertain Data Models
The problem of privacy-preserving data mining has been studied extensively in recent years because of the increased amount of personal information which is available to corporation...
Charu C. Aggarwal
ICDE
2004
IEEE
112views Database» more  ICDE 2004»
16 years 6 months ago
Privacy Preservation for Data Cubes
Sam Yuan Sung, Yao Liu, Peter A. Ng
CCS
2006
ACM
15 years 8 months ago
Data collection with self-enforcing privacy
Consider a pollster who wishes to collect private, sensitive data from a number of distrustful individuals. How might the pollster convince the respondents that it is trustworthy?...
Philippe Golle, Frank McSherry, Ilya Mironov
KDD
2002
ACM
157views Data Mining» more  KDD 2002»
16 years 5 months ago
Transforming data to satisfy privacy constraints
Data on individuals and entities are being collected widely. These data can contain information that explicitly identifies the individual (e.g., social security number). Data can ...
Vijay S. Iyengar