371 search results - page 5 / 75 » A Framework for Privacy Preserving Classification in Data Mi... |
DMKD
2004
ACM
14 years 27 days ago
2004
ACM
Privacy concerns have become an important issue in data mining. A popular way to preserve privacy is to randomize the dataset to be mined in a systematic way and mine the randomiz...
KDD
2007
ACM
14 years 7 months ago
2007
ACM
Data mining tasks such as supervised classification can often benefit from a large training dataset. However, in many application domains, privacy concerns can hinder the construc...
ICDM
2006
IEEE
14 years 1 months ago
2006
IEEE
KDD
2002
ACM
14 years 7 months ago
2002
ACM
We present a framework for mining association rules from transactions consisting of categorical items where the data has been randomized to preserve privacy of individual transact...
ICDM
2009
IEEE
14 years 2 months ago
2009
IEEE
—The concept of differential privacy as a rigorous definition of privacy has emerged from the cryptographic community. However, further careful evaluation is needed before we ca...