Preservation of the Privacy for Multiple Custodian Systems with Rule Sharing

Provided by: Science Productions
Topic: Security
Format: PDF
In this paper, the authors aim to mine the data set available with each custodian in a semi honest model, securely without disclosure of any data amongst various custodians involved. No custodian discloses any information. In the proposed scheme in order to reduce the computational complexity, the data partitioning has been done in the horizontal way. This paper consists of a well skilled and planned architecture implementation for achieving the proposed privacy preservation in the data mining filed and used a new hybrid data mining model which is developed for combining commutative RSA and a C5.0 algorithm to generate classification rules

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