Bookcover of Privacy Preserving Data Mining
Booktitle:

Privacy Preserving Data Mining

Methods, Execution and Efficiency

LAP LAMBERT Academic Publishing (2015-01-08 )

Books loader

Omni badge eligible for voucher
ISBN-13:

978-3-659-66907-1

ISBN-10:
3659669075
EAN:
9783659669071
Book language:
English
Blurb/Shorttext:
Data mining is under attack from privacy advocates because of a misunderstanding about what it actually is and a valid concern about how it’s generally done. This analysis shows how technology from the security community can change data mining for the better, providing all its benefits while still maintaining privacy. Recently, a new class of data mining methods, known as privacy preserving data mining (PPDM) algorithms has been developed by the research community working on security and knowledge discovery. The aim of these algorithms is the extraction of relevant knowledge from large amount of data, while protecting at the same time sensitive information. Several PPDM techniques have been developed that allow one to hide sensitive item sets or patterns, before the data mining process is executed, such as randomization, k anonymity, data perturbation, secure multiparty computation etc.We mainly analysis two most general & secure approach of PPDM – Data Perturbation &Secure Multiparty Computation. Based on the analysis, the solution for PPDM is developed for demonstration. This Analysis should be especially useful to professionals in Cryptography and Data Mining fields.
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Shampa Bhattacharyya, Amit Bhattacharyya
Number of pages:
100
Published at:
2015-01-08
Stock:
Available
Category:
Data communication, networks
Price:
49.90 €
Keywords:
cryptography, Data Mining, Privacy, Secure Multiparty Computation, Data Perturbation, WEKA tools, Secure Sum, Trusted Third Party technique

Books loader

Newsletter

Adyen::diners Adyen::jcb Adyen::discover Adyen::amex Adyen::mc Adyen::visa Adyen::cup Adyen::alipay Adyen::unionpay Adyen::paypal Paypal CryptoWallet Wire Transfer

  0 products in the shopping cart
Edit cart
Loading frontend
LOADING