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» Output privacy in data mining

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SIGKDD
2002

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Data Mining, National Security, Privacy and Civil Liberties

13 years 6 months ago

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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

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SIGMOD
2012
ACM

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GUPT: privacy preserving data analysis made easy

11 years 9 months ago

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It is often highly valuable for organizations to have their data analyzed by external agents. However, any program that computes on potentially sensitive data risks leaking inform...

Prashanth Mohan, Abhradeep Thakurta, Elaine Shi, D...

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KDD
2010
ACM

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Discovering frequent patterns in sensitive data

13 years 11 months ago

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Discovering frequent patterns from data is a popular exploratory technique in data mining. However, if the data are sensitive (e.g. patient health records, user behavior records) ...

Raghav Bhaskar, Srivatsan Laxman, Adam Smith, Abhr...

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PKDD
2009
Springer

164views Data Mining» more PKDD 2009»

Efficient Decoding of Ternary Error-Correcting Output Codes for Multiclass Classification

13 years 11 months ago