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» Recent advances in preserving privacy when mining data
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SDM
2009
SIAM
125views Data Mining» more  SDM 2009»
15 years 6 months ago
Identifying Unsafe Routes for Network-Based Trajectory Privacy.
In this paper, we propose a privacy model that offers trajectory privacy to the requesters of Location-Based Services (LBSs), by utilizing an underlying network of user movement. ...
Aris Gkoulalas-Divanis, Mohamed F. Mokbel, Vassili...
SIGKDD
2010
159views more  SIGKDD 2010»
14 years 7 months ago
Providing K-Anonymity in location based services
The offering of anonymity in relational databases has attracted a great deal of attention in the database community during the last decade [4]. Among the different solution appr...
Aris Gkoulalas-Divanis, Panos Kalnis, Vassilios S....
85
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CORR
2010
Springer
136views Education» more  CORR 2010»
14 years 6 months ago
Personalized Data Set for Analysis
Data Management portfolio within an organization has seen an upsurge in initiatives for compliance, security, repurposing and storage within and outside the organization. When suc...
Vishal Gupta, Ashutosh Saxena
SIGMOD
2005
ACM
128views Database» more  SIGMOD 2005»
15 years 9 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
IJMI
2007
140views more  IJMI 2007»
14 years 9 months ago
Securing electronic health records without impeding the flow of information
Objective: We present an integrated set of technologies, known as the Hippocratic Database, that enable healthcare enterprises to comply with privacy and security laws without imp...
Rakesh Agrawal, Christopher M. Johnson