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PPDM using Syntactic Anonymity on Sensitive Data - A. V. Sriharsha,C. Parthasarathy

englanti
2017-07-31
60,34 € 80,45 €

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Toimitus 12-18 arkipäivässä

30 päivän palautusoikeus

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 ... Täydellinen kuvaus

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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.

Lisätietoja

Kirjoittaja A. V. Sriharsha, C. Parthasarathy
Julkaisija LAP LAMBERT Academic Publishing
Julkaisuvuosi 2017
Kannen tyyppi Pehmeäkantinen
EAN 9783330351301
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Arvostelet: PPDM using Syntactic Anonymity on Sensitive Data
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60,34 € 80,45 €