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HICSS
2011
IEEE
203views Biometrics» more  HICSS 2011»
12 years 9 months ago
Will HITECH Heal Patient Data Hemorrhages?
Hemorrhages of confidential patient health data create privacy and security concerns. While the US HIPAA legislation on privacy and security went into effect over five years ago, ...
M. Eric Johnson, Nicholas D. Willey
SDM
2004
SIAM
242views Data Mining» more  SDM 2004»
13 years 6 months ago
Privacy-Preserving Multivariate Statistical Analysis: Linear Regression and Classification
Multivariate statistical analysis is an important data analysis technique that has found applications in various areas. In this paper, we study some multivariate statistical analy...
Wenliang Du, Yunghsiang S. Han, Shigang Chen
WWW
2007
ACM
14 years 6 months ago
On anonymizing query logs via token-based hashing
In this paper we study the privacy preservation properties of a specific technique for query log anonymization: tokenbased hashing. In this approach, each query is tokenized, and ...
Ravi Kumar, Jasmine Novak, Bo Pang, Andrew Tomkins
SIGMOD
2005
ACM
128views Database» more  SIGMOD 2005»
14 years 5 months ago
Deriving Private Information from Randomized Data
Randomization has emerged as a useful technique for data disguising in privacy-preserving data mining. Its privacy properties have been studied in a number of papers. Kargupta et ...
Zhengli Huang, Wenliang Du, Biao Chen