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ICDM
2009
IEEE
162views Data Mining» more  ICDM 2009»
14 years 14 days ago
Accurate Estimation of the Degree Distribution of Private Networks
—We describe an efficient algorithm for releasing a provably private estimate of the degree distribution of a network. The algorithm satisfies a rigorous property of differenti...
Michael Hay, Chao Li, Gerome Miklau, David Jensen
COMSWARE
2006
IEEE
13 years 12 months ago
Utilizing network features for privacy violation detection
Privacy, its violations and techniques to circumvent privacy violation have grabbed the centre-stage of both academia and industry in recent months. Corporations worldwide have be...
Jaijit Bhattacharya, Rajanish Dass, Vishal Kapoor,...
SIGKDD
2002
172views more  SIGKDD 2002»
13 years 5 months ago
Data Mining, National Security, Privacy and Civil Liberties
In this paper, we describe the threats to privacy that can occur through data mining and then view the privacy problem as a variation of the inference problem in databases. Keywor...
Bhavani M. Thuraisingham