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» Privacy Preserving Publication of Moving Object Data
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ICDM
2003
IEEE
98views Data Mining» more  ICDM 2003»
14 years 23 days ago
On the Privacy Preserving Properties of Random Data Perturbation Techniques
Privacy is becoming an increasingly important issue in many data mining applications. This has triggered the development of many privacy-preserving data mining techniques. A large...
Hillol Kargupta, Souptik Datta, Qi Wang, Krishnamo...
TCC
2005
Springer
102views Cryptology» more  TCC 2005»
14 years 29 days ago
Toward Privacy in Public Databases
Abstract. We initiate a theoretical study of the census problem. Informally, in a census individual respondents give private information to a trusted party (the census bureau), who...
Shuchi Chawla, Cynthia Dwork, Frank McSherry, Adam...
ICDE
2005
IEEE
121views Database» more  ICDE 2005»
14 years 8 months ago
Top-Down Specialization for Information and Privacy Preservation
Releasing person-specific data in its most specific state poses a threat to individual privacy. This paper presents a practical and efficient algorithm for determining a generaliz...
Benjamin C. M. Fung, Ke Wang, Philip S. Yu
SAC
2010
ACM
14 years 2 months ago
Content cloaking: preserving privacy with Google Docs and other web applications
Web office suites such as Google Docs offer unparalleled collaboration experiences in terms of low software requirements, ease of use, data ubiquity, and availability. When the d...
Gabriele D'Angelo, Fabio Vitali, Stefano Zacchirol...
CEAS
2008
Springer
13 years 9 months ago
A Mail Client Plugin for Privacy-Preserving Spam Filter Evaluation
We describe a plugin extension to the Thunderbird Mail Client to support standardized evaluation of multiple spam filters on private mail streams. Researchers need not view or han...
Mona Mojdeh, Gordon V. Cormack