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» Private Inference Control for Aggregate Database Queries
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KDD
2007
ACM
186views Data Mining» more  KDD 2007»
14 years 5 months ago
An Ad Omnia Approach to Defining and Achieving Private Data Analysis
We briefly survey several privacy compromises in published datasets, some historical and some on paper. An inspection of these suggests that the problem lies with the nature of the...
Cynthia Dwork
DBSEC
2010
111views Database» more  DBSEC 2010»
13 years 3 months ago
Efficient Inference Control for Open Relational Queries
Joachim Biskup, Sven Hartmann, Sebastian Link, Jan...
DBSEC
2006
160views Database» more  DBSEC 2006»
13 years 6 months ago
On Finding an Inference-Proof Complete Database for Controlled Query Evaluation
Abstract. Controlled Query Evaluation (CQE) offers a logical framework to prevent a user of a database from inadvertently gaining knowledge he is not allowed to know. By modeling t...
Joachim Biskup, Lena Wiese
FQAS
2009
Springer
202views Database» more  FQAS 2009»
13 years 11 months ago
Controlled Aggregate Tree Shaped Questions over Ontologies
Abstract. Controlled languages (CLs) are ambiguity-free subsets of natural languages such as English offering a good trade-off between the formal rigor of ontology and query langua...
Camilo Thorne, Diego Calvanese
ICDE
2006
IEEE
176views Database» more  ICDE 2006»
13 years 11 months ago
Deriving Private Information from Perturbed Data Using IQR Based Approach
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...
Songtao Guo, Xintao Wu, Yingjiu Li