128 search results - page 1 / 26 » The Boundary Between Privacy and Utility in Data Publishing |
VLDB
2007
ACM
13 years 11 months ago
2007
ACM
We consider the privacy problem in data publishing: given a database instance containing sensitive information “anonymize” it to obtain a view such that, on one hand attackers...
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...
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...
ICDE
2010
IEEE
14 years 4 months ago
2010
IEEE
Privacy in data publishing has received much attention recently. The key to defining privacy is to model knowledge of the attacker ? if the attacker is assumed to know too little,...
EDBTW
2010
Springer
13 years 11 months 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-...