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PPDM using Syntactic Anonymity on Sensitive Data (Paperback)

A. V. Sriharsha, C. Parthasarathy

ISBN 10: 3330351306 / ISBN 13: 9783330351301
Editorial: LAP Lambert Academic Publishing, 2017
Nuevos Condición: New Encuadernación de tapa blanda
Librería: The Book Depository EURO (London, Reino Unido)

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Language: English . Brand New Book. The concern over privacy of personal and sensitive information has led to the implementation of several techniques for hiding, obfuscating, syntactic anonymity and encrypting sensitive information in databases. The requirement of preserving privacy as well as the usability of sensitive data has led to development of nearest neighborhood techniques. In this work we propose a method that expands the scope of perturbation in PPDM as multilevel and multikey trust in privacy preserving data mining. An analogical approach with measuring the identification attacks, diversity attacks and the problem addresses the challenge by properly correlating perturbation across copies of different trust levels and keys that are pertaining to the sub domain contexts of the databases. Our proposed framework is architecturally robust and defends the attacks to achieve the privacy goal. Our framework supports data providers to deliver different forms of data with different privacy levels based on the market demand. N° de ref. de la librería KNV9783330351301

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Título: PPDM using Syntactic Anonymity on Sensitive ...

Editorial: LAP Lambert Academic Publishing

Año de publicación: 2017

Encuadernación: Paperback

Condición del libro: New

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The concern over privacy of personal and sensitive information has led to the implementation of several techniques for hiding, obfuscating, syntactic anonymity and encrypting sensitive information in databases. The requirement of preserving privacy as well as the usability of sensitive data has led to development of nearest neighborhood techniques. In this work we propose a method that expands the scope of perturbation in PPDM as multilevel and multikey trust in privacy preserving data mining. An analogical approach with measuring the identification attacks, diversity attacks and the problem addresses the challenge by properly correlating perturbation across copies of different trust levels and keys that are pertaining to the sub domain contexts of the databases. Our proposed framework is architecturally robust and defends the attacks to achieve the privacy goal. Our framework supports data providers to deliver different forms of data with different privacy levels based on the market demand.

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