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CRYPTO
2004
Springer
91views Cryptology» more  CRYPTO 2004»
15 years 5 months ago
Privacy-Preserving Datamining on Vertically Partitioned Databases
In a recent paper Dinur and Nissim considered a statistical database in which a trusted database administrator monitors queries and introduces noise to the responses with the goal ...
Cynthia Dwork, Kobbi Nissim
ICDT
2005
ACM
117views Database» more  ICDT 2005»
15 years 5 months ago
Privacy in Database Publishing
We formulate and study a privacy guarantee to data owners, who share information with clients by publishing views of a proprietary database. The owner identifies the sensitive pro...
Alin Deutsch, Yannis Papakonstantinou
81
Voted
CIDR
2007
113views Algorithms» more  CIDR 2007»
15 years 1 months ago
Securing history: Privacy and accountability in database systems
Databases that preserve a historical record of activities and data offer the important benefit of system accountability: past events can be analyzed to detect breaches and maint...
Gerome Miklau, Brian Neil Levine, Patrick Stahlber...
SIGKDD
2002
90views more  SIGKDD 2002»
14 years 11 months ago
Database Privacy
The emphasis in database privacy should fall on a balance between confidentiality, integrity and availability of personal data, rather than on confidentiality alone. This balance ...
Martin S. Olivier
PSD
2004
Springer
94views Database» more  PSD 2004»
15 years 5 months ago
On the Security of Noise Addition for Privacy in Statistical Databases
Noise addition is a family of methods used in the protection of the privacy of individual data (microdata) in statistical databases. This paper is a critical analysis of the securi...
Josep Domingo-Ferrer, Francesc Sebé, Jordi ...