34 search results - page 1 / 7 » When Random Sampling Preserves Privacy |
CRYPTO
2006
Springer
13 years 8 months ago
2006
Springer
KDD
2007
ACM
14 years 5 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...
PODS
2003
ACM
14 years 4 months ago
2003
ACM
There has been increasing interest in the problem of building accurate data mining models over aggregate data, while protecting privacy at the level of individual records. One app...
ICEB
2004
13 years 6 months ago
2004
Electronic surveys are an important resource in data mining. However, how to protect respondents' data privacy during the survey is a challenge to the security and privacy co...
PAKDD
2005
ACM
13 years 10 months ago
2005
ACM
Abstract. This paper establishes the foundation for the performance measurements of privacy preserving data mining techniques. The performance is measured in terms of the accuracy ...