Privacy-Preserving Data Mining : Models and Algorithms

Charu C Aggarwal

ISBN 10: 0387709916 / ISBN 13: 9780387709918

Edité par Springer Us, 2008

A propos de cet article

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 réf. du vendeur 9780387709918

Détails bibliographiques

Titre : Privacy-Preserving Data Mining : Models and ...

Éditeur : Springer Us

Date d'édition : 2008

Reliure : Buch

Etat : Neu