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» Differential privacy in data publication and analysis
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BMCBI
2010
154views more  BMCBI 2010»
14 years 11 months ago
Candidate gene prioritization by network analysis of differential expression using machine learning approaches
Background: Discovering novel disease genes is still challenging for diseases for which no prior knowledge - such as known disease genes or disease-related pathways - is available...
Daniela Nitsch, Joana P. Gonçalves, Fabian ...
ACMICEC
2003
ACM
90views ECommerce» more  ACMICEC 2003»
15 years 4 months ago
Automated analysis of P3P-enabled Web sites
The Platform for Privacy Preferences (P3P) provides a standard computer-readable format for privacy policies and a protocol that enables web browsers to read and process these pol...
Simon Byers, Lorrie Faith Cranor, David P. Kormann
SDM
2009
SIAM
331views Data Mining» more  SDM 2009»
15 years 8 months ago
Privacy Preservation in Social Networks with Sensitive Edge Weights.
With the development of emerging social networks, such as Facebook and MySpace, security and privacy threats arising from social network analysis bring a risk of disclosure of con...
Jie Wang, Jinze Liu, Jun Zhang, Lian Liu
KDD
2007
ACM
186views Data Mining» more  KDD 2007»
16 years 2 days 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
SIGMOD
2007
ACM
156views Database» more  SIGMOD 2007»
15 years 11 months ago
M-invariance: towards privacy preserving re-publication of dynamic datasets
The previous literature of privacy preserving data publication has focused on performing "one-time" releases. Specifically, none of the existing solutions supports re-pu...
Xiaokui Xiao, Yufei Tao