Partition Based Perturbation for Privacy Preserving Distributed Data Mining

Data mining on vertically or horizontally partitioned dataset has the overhead of protecting the private data. Perturbation is a technique that protects the revealing of data. This paper proposes a perturbation and anonymization technique that is performed on the vertically partitioned data. A third...

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Bibliographic Details
Main Authors: Antony Sheela M., Vijayalakshmi K.
Format: Article
Language:English
Published: Sciendo 2017-06-01
Series:Cybernetics and Information Technologies
Subjects:
Online Access:https://doi.org/10.1515/cait-2017-0015