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ICDE
2007
IEEE
198views Database» more  ICDE 2007»
14 years 11 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...
WWW
2009
ACM
14 years 10 months ago
Privacy preserving frequency capping in internet banner advertising
We describe an optimize-and-dispatch approach for delivering pay-per-impression advertisements in online advertising. The platform provider for an advertising network commits to s...
Ayman Farahat
KDD
2002
ACM
214views Data Mining» more  KDD 2002»
14 years 10 months ago
Privacy preserving association rule mining in vertically partitioned data
Privacy considerations often constrain data mining projects. This paper addresses the problem of association rule mining where transactions are distributed across sources. Each si...
Jaideep Vaidya, Chris Clifton
PAKDD
2007
ACM
181views Data Mining» more  PAKDD 2007»
14 years 4 months ago
Practical Issues on Privacy-Preserving Health Data Mining
Privacy-preserving data mining techniques could encourage health data custodians to provide accurate information for mining by ensuring that the data mining procedures and results ...
Huidong Jin
ISI
2004
Springer
14 years 3 months ago
Privacy-Preserving Inter-database Operations
Abstract. We present protocols for distributed computation of relational intersections and equi-joins such that each site gains no information about the tuples at the other site th...
Gang Liang, Sudarshan S. Chawathe