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» Toward Privacy in Public Databases
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ETFA
2005
IEEE
14 years 29 days ago
A security architecture for data privacy and security
Data access and software exchange are often achieved over insecure networks such as the public Internet. System designers are therefore forced to be proactive with regard to verif...
Alfred C. Weaver
KDD
2008
ACM
163views Data Mining» more  KDD 2008»
14 years 7 months ago
The cost of privacy: destruction of data-mining utility in anonymized data publishing
Re-identification is a major privacy threat to public datasets containing individual records. Many privacy protection algorithms rely on generalization and suppression of "qu...
Justin Brickell, Vitaly Shmatikov
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
ICDE
2010
IEEE
241views Database» more  ICDE 2010»
13 years 7 months ago
Privometer: Privacy protection in social networks
— The increasing popularity of social networks, such as Facebook and Orkut, has raised several privacy concerns. Traditional ways of safeguarding privacy of personal information ...
Nilothpal Talukder, Mourad Ouzzani, Ahmed K. Elmag...
SIGMOD
2006
ACM
125views Database» more  SIGMOD 2006»
14 years 7 months ago
Personalized privacy preservation
We study generalization for preserving privacy in publication of sensitive data. The existing methods focus on a universal approach that exerts the same amount of preservation for...
Xiaokui Xiao, Yufei Tao