Privacy-Preserving Data Mining: Models and Algorithms

Aggarwal, Charu C.; Yu, Philip S.

ISBN 10: 0387709916 ISBN 13: 9780387709918

Edit� par Springer, 2008

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Synopsis :

Advances in hardware technology have increased the capability to store and record personal data about consumers and individuals. This has caused concerns that personal data may be used for a variety of intrusive or malicious purposes. This book proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. This edited volume contains surveys by distinguished researchers in the privacy field. The survey information included with each chapter is unique in terms of its focus on introducing the different topics more comprehensively. Key advances in privacy that have appeared only in the past three years are covered. The book is designed for researchers, professors, and advanced-level students in computer science. It is also suitable for practitioners in industry.

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Titre : Privacy-Preserving Data Mining: Models and ...
�diteur : Springer
Date d'�dition : 2008
Reliure : Hardcover
Etat : Very Good
Etat de la jaquette : No Jacket

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Privacy-Preserving Data Mining: Models and Algorithms (Advances in Database Systems, 34)

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ISBN 10 : 0387709916 ISBN 13 : 9780387709918

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Privacy-Preserving Data Mining : Models and Algorithms

Aggarwal, Charu C. (EDT); Yu, Philip S. (EDT)

Edit� par Springer, 2008

ISBN 10 : 0387709916 ISBN 13 : 9780387709918

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Privacy-Preserving Data Mining

Charu C Aggarwal

Edit� par Springer Us Jul 2008, 2008

ISBN 10 : 0387709916 ISBN 13 : 9780387709918

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Buch. Etat : Neu. This item is printed on demand - it takes 3-4 days longer - Neuware -Advances in hardware technology have increased the capability to store and record personal data about consumers and individuals, causing concerns that personal data may be used for a variety of intrusive or malicious purposes.Privacy-Preserving Data Mining: Models and Algorithms proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. These techniques generally fall into the following categories: data modification techniques, cryptographic methods and protocols for data sharing, statistical techniques for disclosure and inference control, query auditing methods, randomization and perturbation-based techniques.This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions.Privacy-Preserving Data Mining: Models and Algorithms is designed for researchers, professors, and advanced-level students in computer science, and is also suitable for industry practitioners. 514 pp. Englisch. N� de r�f. du vendeur 9780387709918

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Privacy-Preserving Data Mining : Models and Algorithms

Charu C Aggarwal

Edit� par Springer Us, 2008

ISBN 10 : 0387709916 ISBN 13 : 9780387709918

Neuf Couverture rigide

Vendeur : AHA-BUCH GmbH, Einbeck, Allemagne

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Buch. Etat : Neu. Druck auf Anfrage Neuware - Printed after ordering - Advances in hardware technology have increased the capability to store and record personal data about consumers and individuals, causing concerns that personal data may be used for a variety of intrusive or malicious purposes.Privacy-Preserving Data Mining: Models and Algorithms proposes a number of techniques to perform the data mining tasks in a privacy-preserving way. These techniques generally fall into the following categories: data modification techniques, cryptographic methods and protocols for data sharing, statistical techniques for disclosure and inference control, query auditing methods, randomization and perturbation-based techniques.This edited volume contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions.Privacy-Preserving Data Mining: Models and Algorithms is designed for researchers, professors, and advanced-level students in computer science, and is also suitable for industry practitioners. N� de r�f. du vendeur 9780387709918

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Privacy-Preserving Data Mining

Aggarwal, Charu C.|Yu, Philip S.

Edit� par Springer US, 2008

ISBN 10 : 0387709916 ISBN 13 : 9780387709918

Neuf Couverture rigide

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Gebunden. Etat : New. Occupies an important niche in the privacy-preserving data mining fieldSurvey information included with each chapter is unique in terms of its focus on introducing the different topics more comprehensivelyProvides relative und. N� de r�f. du vendeur 5910569

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