By Benjamin C.M. Fung
Gaining entry to top of the range info is a crucial necessity in knowledge-based selection making. yet facts in its uncooked shape usually comprises delicate information regarding contributors. delivering ideas to this challenge, the equipment and instruments of privacy-preserving information publishing allow the booklet of worthwhile details whereas retaining info privateness. Introduction to Privacy-Preserving information Publishing: innovations and Techniques provides cutting-edge details sharing and information integration tools that consider privateness and information mining standards.
The first a part of the ebook discusses the basics of the sector. within the moment half, the authors current anonymization equipment for keeping info software for particular info mining projects. The 3rd half examines the privateness matters, privateness versions, and anonymization equipment for practical and difficult information publishing situations. whereas the 1st 3 components concentrate on anonymizing relational info, the final half experiences the privateness threats, privateness types, and anonymization tools for advanced info, together with transaction, trajectory, social community, and textual data.
This e-book not just explores privateness and data software matters but additionally potency and scalability demanding situations. in lots of chapters, the authors spotlight effective and scalable tools and supply an analytical dialogue to check the strengths and weaknesses of other solutions.
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