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» Distributed Data Mining Protocols for Privacy: A Review of S...
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PODS
2003
ACM
156views Database» more  PODS 2003»
14 years 8 months ago
Limiting privacy breaches in privacy preserving data mining
There has been increasing interest in the problem of building accurate data mining models over aggregate data, while protecting privacy at the level of individual records. One app...
Alexandre V. Evfimievski, Johannes Gehrke, Ramakri...
EDBT
2004
ACM
234views Database» more  EDBT 2004»
14 years 8 months ago
A Condensation Approach to Privacy Preserving Data Mining
In recent years, privacy preserving data mining has become an important problem because of the large amount of personal data which is tracked by many business applications. In many...
Charu C. Aggarwal, Philip S. Yu
BIOSIG
2009
152views Biometrics» more  BIOSIG 2009»
13 years 6 months ago
A Survey of Distributed Biometric Authentication Systems
: In ACISP'07, Bringer et al proposed a new approach for remote biometric based verification, which consists of a hybrid protocol that distributes the server side functionalit...
Neyire Deniz Sarier
DASFAA
2004
IEEE
125views Database» more  DASFAA 2004»
14 years 10 days ago
Reducing Communication Cost in a Privacy Preserving Distributed Association Rule Mining
Data mining is a process that analyzes voluminous digital data in order to discover hidden but useful patterns from digital data. However, discovery of such hidden patterns has sta...
Mafruz Zaman Ashrafi, David Taniar, Kate A. Smith
PAKDD
2010
ACM
182views Data Mining» more  PAKDD 2010»
14 years 12 days ago
Computation of Ratios of Secure Summations in Multi-party Privacy-Preserving Latent Dirichlet Allocation
In this paper, we focus our attention on the problem of computing the ratio of two numbers, both of which are the summations of the private numbers distributed in different parties...
Bin Yang, Hiroshi Nakagawa