Bookcover of Towards Privacy Preserving Publication of Continuous and Dynamic Data
Booktitle:

Towards Privacy Preserving Publication of Continuous and Dynamic Data

Using Spatial Indexing and Bucketization Approaches

Scholars' Press (2013-09-01 )

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ISBN-13:

978-3-639-51779-8

ISBN-10:
3639517792
EAN:
9783639517798
Book language:
English
Blurb/Shorttext:
Privacy-Preserving Data Publishing (PPDP) has become a critical issue for companies and organizations that would release their data. Many organizations collect and distribute personal data for a variety of different purposes, including demographic and public health research. In these situations, the data distributor is often faced with a dilemma: how to publish this personal data for analysis purposes without endangering the privacy of the concerned individuals? Disseminating such information without the privacy scare is an important problem. On one hand, the data publishers need to protect the privacy of individuals and on the other hand, it is also extremely important to preserve the usefulness of the data for the researchers. In this dissertation, we mainly focus on crafting the notions of privacy in various settings. We show that spatial indexes are extremely efficient for data publication tasks due to their ability to scale up. Also, sequential data is being increasingly employed in a wide variety of applications and the publication of sequential data is of utmost importance for the betterment of these applications.
Publishing house:
Scholars' Press
Website:
http://www.scholars-press.com
By (author) :
Adeel Anjum
Number of pages:
152
Published at:
2013-09-01
Stock:
Available
Category:
Informatics, IT
Price:
79.90 €
Keywords:
Spatial indexing, Data Privacy, k-Anonymity, Differential Privacy, Bucketization

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