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PVLDB
2010
65views more  PVLDB 2010»
13 years 8 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...
ICISC
2009
184views Cryptology» more  ICISC 2009»
13 years 7 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...
DMKD
2004
ACM
136views Data Mining» more  DMKD 2004»
14 years 3 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
ICDM
2009
IEEE
223views Data Mining» more  ICDM 2009»
14 years 4 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
SDMW
2007
Springer
14 years 4 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