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PKDD
2007
Springer
214views Data Mining» more  PKDD 2007»
13 years 11 months ago
Multi-party, Privacy-Preserving Distributed Data Mining Using a Game Theoretic Framework
Abstract. Analysis of privacy-sensitive data in a multi-party environment often assumes that the parties are well-behaved and they abide by the protocols. Parties compute whatever ...
Hillol Kargupta, Kamalika Das, Kun Liu
SSDBM
2008
IEEE
82views Database» more  SSDBM 2008»
13 years 11 months ago
A Probabilistic Framework for Building Privacy-Preserving Synopses of Multi-dimensional Data
Filippo Furfaro, Giuseppe M. Mazzeo, Domenico Sacc...
ICDM
2010
IEEE
160views Data Mining» more  ICDM 2010»
13 years 3 months ago
A Privacy Preserving Framework for Gaussian Mixture Models
Abstract--This paper presents a framework for privacypreserving Gaussian Mixture Model computations. Specifically, we consider a scenario where a central service wants to learn the...
Madhusudana Shashanka
ACSAC
2009
IEEE
14 years 19 hour ago
SecureMR: A Service Integrity Assurance Framework for MapReduce
—MapReduce has become increasingly popular as a powerful parallel data processing model. To deploy MapReduce as a data processing service over open systems such as service orient...
Wei Wei, Juan Du, Ting Yu, Xiaohui Gu
ICDE
2006
IEEE
275views Database» more  ICDE 2006»
14 years 6 months ago
Privacy Preserving Query Processing Using Third Parties
Data integration from multiple autonomous data sources has emerged as an important practical problem. The key requirement for such data integration is that owners of such data nee...
Amr El Abbadi, Aziz Gulbeden, Divyakant Agrawal, F...