282 search results - page 1 / 57 » Optimal randomization for privacy preserving data mining |
KDD
2004
ACM
13 years 9 months ago
2004
ACM
Randomization is an economical and efficient approach for privacy preserving data mining (PPDM). In order to guarantee the performance of data mining and the protection of individ...
ICDE
2008
IEEE
14 years 5 months ago
2008
IEEE
The randomized response (RR) technique is a promising technique to disguise private categorical data in Privacy-Preserving Data Mining (PPDM). Although a number of RR-based methods...
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...
SIGKDD
2002
13 years 4 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...
ICEB
2004
13 years 5 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...