114 search results - page 5 / 23 » When do data mining results violate privacy |
ICDM
2009
IEEE
14 years 2 months ago
2009
IEEE
Abstract—Data sanitization has been used to restrict reidentification of individuals and disclosure of sensitive information from published data. We propose an attack on the pri...
PODS
2001
ACM
14 years 7 months ago
2001
ACM
The increasing ability to track and collect large amounts of data with the use of current hardware technology has lead to an interest in the development of data mining algorithms ...
PKDD
2005
Springer
14 years 27 days ago
2005
Springer
It is generally believed that data mining results do not violate the anonymity of the individuals recorded in the source database. In fact, data mining models and patterns, in orde...
EDBTW
2010
Springer
14 years 2 months ago
2010
Springer
Published data is prone to privacy attacks. Sanitization methods aim to prevent these attacks while maintaining usefulness of the data for legitimate users. Quantifying the trade-...
KDD
2003
ACM
14 years 7 months ago
2003
ACM
Privacy and security concerns can prevent sharing of data, derailing data mining projects. Distributed knowledge discovery, if done correctly, can alleviate this problem. The key ...