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» A Data Privacy Taxonomy
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ICDE
2007
IEEE
198views Database» more  ICDE 2007»
16 years 4 months ago
Worst-Case Background Knowledge for Privacy-Preserving Data Publishing
Recent work has shown the necessity of considering an attacker's background knowledge when reasoning about privacy in data publishing. However, in practice, the data publishe...
David J. Martin, Daniel Kifer, Ashwin Machanavajjh...
164
Voted
ICISC
2004
173views Cryptology» more  ICISC 2004»
15 years 4 months ago
On Private Scalar Product Computation for Privacy-Preserving Data Mining
In mining and integrating data from multiple sources, there are many privacy and security issues. In several different contexts, the security of the full privacy-preserving data mi...
Bart Goethals, Sven Laur, Helger Lipmaa, Taneli Mi...
PVLDB
2010
80views more  PVLDB 2010»
15 years 1 months ago
Fragments and Loose Associations: Respecting Privacy in Data Publishing
We propose a modeling of the problem of privacy-compliant data publishing that captures confidentiality constraints on one side and visibility requirements on the other side. Con...
Sabrina De Capitani di Vimercati, Sara Foresti, Su...
138
Voted
PET
2010
Springer
15 years 7 months ago
Collaborative, Privacy-Preserving Data Aggregation at Scale
Combining and analyzing data collected at multiple locations is critical for a wide variety of applications, such as detecting and diagnosing malicious attacks or computing an acc...
Benny Applebaum, Haakon Ringberg, Michael J. Freed...
155
Voted
IIWAS
2007
15 years 4 months ago
User Data Privacy in Web Services Context Using Semantic Desktop - SemanticLIFE Case Study
The growing number of Web Services technologies and their use have revolutionized the web. Web Services will play an important role in the next web generation (i.e. Semantic Web) ...
Mansoor Ahmed, Amin Andjomshoaa, A. Min Tjoa