387 search results - page 1 / 78 » Data mining with differential privacy |
KDD
2010
ACM
13 years 9 months ago
2010
ACM
ICDM
2009
IEEE
14 years 1 days 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...
KDD
2012
ACM
11 years 7 months ago
2012
ACM
With the wide deployment of smart card automated fare collection (SCAFC) systems, public transit agencies have been benefiting from huge volume of transit data, a kind of sequent...
CIKM
2009
Springer
13 years 12 months ago
2009
Springer
Web search logs are of growing importance to researchers as they help understanding search behavior and search engine performance. However, search logs typically contain sensitive...
ICDM
2009
IEEE
13 years 3 months ago
2009
IEEE
In this paper, we study the problem of constructing private classifiers using decision trees, within the framework of differential privacy. We first construct privacy-preserving ID...