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ICDM
2010
IEEE
150views Data Mining» more  ICDM 2010»
13 years 6 months ago
Probabilistic Inference Protection on Anonymized Data
Background knowledge is an important factor in privacy preserving data publishing. Probabilistic distributionbased background knowledge is a powerful kind of background knowledge w...
Raymond Chi-Wing Wong, Ada Wai-Chee Fu, Ke Wang, Y...
ADMA
2008
Springer
186views Data Mining» more  ADMA 2008»
14 years 2 months ago
A Distributed Privacy-Preserving Association Rules Mining Scheme Using Frequent-Pattern Tree
Association rules mining is a frequently used technique which finds interesting association and correlation relationships among large set of data items which occur frequently toge...
Chunhua Su, Kouichi Sakurai
ICDE
2007
IEEE
115views Database» more  ICDE 2007»
14 years 2 months ago
A Genetic Approach to Multivariate Microaggregation for Database Privacy
Microaggregation is a technique used to protect privacy in databases and location-based services. We propose a new hybrid technique for multivariate microaggregation. Our techniqu...
Antoni Martínez-Ballesté, Agusti Sol...
CIDR
2007
113views Algorithms» more  CIDR 2007»
13 years 9 months ago
Securing history: Privacy and accountability in database systems
Databases that preserve a historical record of activities and data offer the important benefit of system accountability: past events can be analyzed to detect breaches and maint...
Gerome Miklau, Brian Neil Levine, Patrick Stahlber...
DGO
2004
124views Education» more  DGO 2004»
13 years 9 months ago
Data Confidentiality, Data Quality and Data Integration for Federal Databases
cipal high-level goal of the research is to develop abstractions, theory and methodology and software tools that allow federal statistical agencies to disseminate useful informatio...
Alan F. Karr