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ICDM
2009
IEEE
223views Data Mining» more  ICDM 2009»
13 years 11 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
IJCMAM
2010
133views more  IJCMAM 2010»
13 years 2 months ago
Privacy Preserving Integration of Health Care Data
For health care related research studies the medical records of patients may need to be retrieved from multiple sites with different regulations on the disclosure of health inform...
Xiaoyun He, Jaideep Vaidya, Basit Shafiq, Nabil R....
MIDDLEWARE
2010
Springer
13 years 3 months ago
Anonygator: Privacy and Integrity Preserving Data Aggregation
Abstract. Data aggregation is a key aspect of many distributed applications, such as distributed sensing, performance monitoring, and distributed diagnostics. In such settings, use...
Krishna P. N. Puttaswamy, Ranjita Bhagwan, Venkata...
SIGMOD
2010
ACM
164views Database» more  SIGMOD 2010»
13 years 5 months ago
Preserving privacy and fairness in peer-to-peer data integration
Hazem Elmeleegy, Mourad Ouzzani, Ahmed K. Elmagarm...
ACSW
2004
13 years 6 months ago
A Framework for Privacy Preserving Classification in Data Mining
Nowadays organizations all over the world are dependent on mining gigantic datasets. These datasets typically contain delicate individual information, which inevitably gets expose...
Zahidul Islam, Ljiljana Brankovic