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

Buch 26 von 42: Advances in Database Systems
 
9780387709918: Privacy-Preserving Data Mining: Models and Algorithms: 34 (Advances in Database Systems)
Hardcover
ISBN 10: 0387709916 ISBN 13: 9780387709918
Verlag: Springer, 2008

Inhaltsangabe

Advances in hardware technology have increased the capability to store and record personal data. This has caused concerns that personal data may be abused. 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. Each survey includes the key research content as well as future research directions of a particular topic in privacy. The book is designed for researchers, professors, and advanced-level students in computer science, but is also suitable for practitioners in industry.

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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.

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 also contains surveys by distinguished researchers in the privacy field. Each survey includes the key research content as well as future research directions of a particular topic in privacy.

Privacy Preserving Data Mining: Models and Algorithms is designed for researchers, professors, and advanced-level students in computer science. This book is also suitable for practitioners in industry.

 

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Verlag
Springer
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
0387709916
ISBN 13 
9780387709918
Einband
Tapa dura
Anzahl der Seiten
536
Herausgeber
Aggarwal Charu C., Yu Philip S.
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
CMN Printpool Inh. Mathis Neumann
https://www.also.com/ec/cms5/en_6000/6000/index.jsp

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Hamburg
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781441943712: Privacy-Preserving Data Mining: Models and Algorithms: 34 (Advances in Database Systems)

Vorgestellte Ausgabe

ISBN 10:  1441943714 ISBN 13:  9781441943712
Verlag: Springer, 2010
Softcover