251 search results - page 9 / 51 » On privacy preservation against adversarial data mining |
DMIN
2009
13 years 5 months ago
2009
While the emerging field of privacy preserving data mining (PPDM) will enable many new data mining applications, it suffers from several practical difficulties. PPDM algorithms are...
ICDM
2006
IEEE
14 years 1 months ago
2006
IEEE
Data mining is frequently obstructed by privacy concerns. In many cases data is distributed, and bringing the data together in one place for analysis is not possible due to privac...
SIGKDD
2002
13 years 7 months ago
2002
Suppose there are many clients, each having some personal information, and one server, which is interested only in aggregate, statistically significant, properties of this informa...
VLDB
2007
ACM
14 years 1 months ago
2007
ACM
Data publishing generates much concern over the protection of individual privacy. In the well-known kanonymity model and the related models such as l-diversity and (α, k)-anonymi...
SIGMOD
2008
ACM
14 years 7 months ago
2008
ACM
We identify proximity breach as a privacy threat specific to numerical sensitive attributes in anonymized data publication. Such breach occurs when an adversary concludes with hig...