68 search results - page 2 / 14 » Data utility and privacy protection trade-off in k-anonymisa... |
COMSWARE
2006
IEEE
13 years 11 months ago
2006
IEEE
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...
KDD
2008
ACM
14 years 5 months ago
2008
ACM
Re-identification is a major privacy threat to public datasets containing individual records. Many privacy protection algorithms rely on generalization and suppression of "qu...
KDD
2009
ACM
14 years 5 months ago
2009
ACM
In data publishing, anonymization techniques such as generalization and bucketization have been designed to provide privacy protection. In the meanwhile, they reduce the utility o...
ISI
2005
Springer
13 years 10 months ago
2005
Springer
Data distortion is a critical component to preserve privacy in security-related data mining applications, such as in data miningbased terrorist analysis systems. We propose a spars...
EDBTW
2010
Springer
14 years 4 days ago
2010
Springer
Published data is prone to privacy attacks. Sanitization methods aim to prevent these attacks while maintaining usefulness of the data for legitimate users. Quantifying the trade-...