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» Privacy Preservation for Data Cubes
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109
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PVLDB
2010
65views more  PVLDB 2010»
15 years 2 months ago
Minimizing Minimality and Maximizing Utility: Analyzing Method-based attacks on Anonymized Data
The principle of anonymization for data sharing has become a very popular paradigm for the preservation of privacy of the data sub
Graham Cormode, Ninghui Li, Tiancheng Li, Divesh S...
200
Voted
ICISC
2009
184views Cryptology» more  ICISC 2009»
15 years 1 months ago
Efficient Privacy-Preserving Face Recognition
Abstract. Automatic recognition of human faces is becoming increasingly popular in civilian and law enforcement applications that require reliable recognition of humans. However, t...
Ahmad-Reza Sadeghi, Thomas Schneider 0003, Immo We...
136
Voted
DMKD
2004
ACM
136views Data Mining» more  DMKD 2004»
15 years 9 months ago
Mining association rules with non-uniform privacy concerns
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...
Yi Xia, Yirong Yang, Yun Chi
156
Voted
ICDM
2009
IEEE
223views Data Mining» more  ICDM 2009»
15 years 10 months ago
Differential Privacy for Clinical Trial Data: Preliminary Evaluations
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...
Duy Vu, Aleksandra Slavkovic
119
Voted
SDMW
2007
Springer
15 years 9 months ago
A Three-Dimensional Conceptual Framework for Database Privacy
Database privacy is an ambiguous concept, whose meaning is usually context-dependent. We give a conceptual framework for technologies in that field in terms of three dimensions, d...
Josep Domingo-Ferrer