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Data Anonymity - Privacy preservation in Open Data Publishing: Privacy Preservation in Public-Private Data Disclosure - Couverture souple

 
9783659877612: Data Anonymity - Privacy preservation in Open Data Publishing: Privacy Preservation in Public-Private Data Disclosure
Couverture souple
ISBN 10 : 3659877611 ISBN 13 : 9783659877612
Editeur : LAP LAMBERT Academic Publishing, 2016

Synopsis

Over the last few years with the exponential increase in the amount digital data generated from and stored in large warehouses for various scientific and statistical analytical-scientific purposes. There is growing concern about the data privacy as the data collected may contain personal sensitive information as well other crucial information. Hence there is a probability that this could be misused. In our study we highlight the key concepts, tools and techniques in data privacy protection, a vital component that forms the life cycle of digital data, starting from data gathering – data processing ,data analysis to visualization and interpretation. We apply data anonymity, a commonly used data protection technique which works on k anonymity algorithm and study the resultant outcome. Data anonymity and other data protection techniques seldom come with information loss, which may alter the overall analysis result bychanging the nature of dataset. In this study we apply and anonymize the dataset using different techniques and study the outcomes.

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

Présentation de l'éditeur

Over the last few years with the exponential increase in the amount digital data generated from and stored in large warehouses for various scientific and statistical analytical-scientific purposes. There is growing concern about the data privacy as the data collected may contain personal sensitive information as well other crucial information. Hence there is a probability that this could be misused. In our study we highlight the key concepts, tools and techniques in data privacy protection, a vital component that forms the life cycle of digital data, starting from data gathering – data processing ,data analysis to visualization and interpretation. We apply data anonymity, a commonly used data protection technique which works on k anonymity algorithm and study the resultant outcome. Data anonymity and other data protection techniques seldom come with information loss, which may alter the overall analysis result bychanging the nature of dataset. In this study we apply and anonymize the dataset using different techniques and study the outcomes.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2016
Langue
anglais
ISBN 10 
3659877611
ISBN 13 
9783659877612
Reliure
Broché
Nombre de pages
56
Éditeur
Hebbar Koni V. Vittal
Coordonnées du fabricant
non disponible
Personne responsable
Buchpark GmbH
gpsr@buchpark.de

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