Protecting Respondents' Identities in Microdata Release
IEEE Transactions on Knowledge and Data Engineering
k-anonymity: a model for protecting privacy
International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems
State-of-the-art in privacy preserving data mining
ACM SIGMOD Record
Incognito: efficient full-domain K-anonymity
Proceedings of the 2005 ACM SIGMOD international conference on Management of data
Rethinking rank swapping to decrease disclosure risk
Data & Knowledge Engineering
An efficient hash-based algorithm for minimal k-anonymity
ACSC '08 Proceedings of the thirty-first Australasian conference on Computer science - Volume 74
Record linkage for database integration using fuzzy integrals
International Journal of Intelligent Systems
On the disclosure risk of multivariate microaggregation
Data & Knowledge Engineering
Data Access in a Cyber World: Making Use of Cyberinfrastructure
Transactions on Data Privacy
Constrained Microaggregation: Adding Constraints for Data Editing
Transactions on Data Privacy
Tree-Based Microaggregation for the Anonymization of Search Logs
WI-IAT '09 Proceedings of the 2009 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
A new framework to automate constrained microaggregation
Proceedings of the ACM first international workshop on Privacy and anonymity for very large databases
Semantic microaggregation for the anonymization of query logs
PSD'10 Proceedings of the 2010 international conference on Privacy in statistical databases
Towards Privacy Preserving Information Retrieval through Semantic Microaggregation
WI-IAT '10 Proceedings of the 2010 IEEE/WIC/ACM International Conference on Web Intelligence and Intelligent Agent Technology - Volume 03
Ontology-based anonymization of categorical values
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
Towards semantic microaggregation of categorical data for confidential documents
MDAI'10 Proceedings of the 7th international conference on Modeling decisions for artificial intelligence
Using mahalanobis distance-based record linkage for disclosure risk assessment
PSD'06 Proceedings of the 2006 CENEX-SDC project international conference on Privacy in Statistical Databases
Journal of Biomedical Informatics
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Privacy preserving data mining tools only use in a limited way information and knowledge other than the data base being protected. In this paper we plead on the need of knowledge intensive tools in data privacy. More especifically, we discuss the role of knowledge related tools in data protection and in disclosure risk assessment.