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

angļu valoda
2017-07-31
52,66 € 87,77 €

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Piegāde 12-18 darba dienu laikā

30 dienu atgriešanas politika

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 ... Pilns apraksts

Aprašymas

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.

Vairāk informācijas

Autors A. V. Sriharsha, C. Parthasarathy
Izdevējs LAP LAMBERT Academic Publishing
Izlaides gads 2017
Vāka tips Mīkstais vāks
EAN 9783330351301
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52,66 € 87,77 €