Enhancing random projection with independent and cumulative additive noise for privacy-preserving data stream mining

B Denham, R Pears, MA Naeem - Expert Systems with Applications, 2020 - Elsevier
The sensitive nature of many data streams necessitates data mining techniques that are
privacy-preserving. This paper proposes two data perturbation methods for privacy …

[PDF][PDF] A Kernel Density Estimation Method to Generate Synthetic Shifted Datasets in Privacy-Preserving Task.

MSM Pozi, Mohd. Hasbullah Omar - J. Internet Serv. Inf. Secur., 2020 - researchgate.net
In order to perform comprehensive analytic task, it requires the availability of any particular
complete dataset in the first place. However, due to privacy concern, the specific demand on …

[引用][C] Secured multi-party data release on cloud for big data privacy-preserving using fusion learning

D Dangi - Turkish Journal of Computer and Mathematics …, 2021