Protection of Sensitive Data for Multi-Level Trust Privacy Preserving Data Mining

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Provided by: International Journal of Innovative Research in Science, Engineering and Technology (IJIRSET)
Topic: Security
Format: PDF
The study of perturbation based Privacy Preserving Data Mining (PPDM) approaches introduces random perturbation that is number of changes made in the original data. The limitation of previous solution is single level trust on data miners but new work is perturbation based PPDM to multilevel trust. When data owner sends number of perturbed copy to the trusted third party that time adversary cannot find the original copy from the perturbed copy means the adversary diverse from original copy this is known as the diversity attack.
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