20 search results - page 1 / 4 » MICF: An effective sanitization algorithm for hiding sensiti... |
AEI
2007
13 years 5 months ago
2007
Data mining mechanisms have widely been applied in various businesses and manufacturing companies across many industry sectors. Sharing data or sharing mined rules has become a tr...
COMPSAC
2004
IEEE
13 years 8 months ago
2004
IEEE
Data mining techniques have been developed in many applications. However, it also causes a threat to privacy. We investigate to find an appropriate balance between a need for priv...
CIKM
2006
Springer
13 years 8 months ago
2006
Springer
The rapid growth of transactional data brought, soon enough, into attention the need of its further exploitation. In this paper, we investigate the problem of securing sensitive k...
DKE
2008
13 years 4 months ago
2008
In this paper, we are proposing a new algorithmic approach for sanitizing raw data from sensitive knowledge in the context of mining of association rules. The new approach (a) rel...
DAWAK
2006
Springer
13 years 8 months ago
2006
Springer
Many privacy preserving data mining algorithms attempt to selectively hide what database owners consider as sensitive. Specifically, in the association-rules domain, many of these ...