Introduction to privacy-preserving data publishing
نام عام مواد
[Book]
ساير اطلاعات عنواني
:concepts and techniques
نام نخستين پديدآور
/ Benjamin C.M. Fung ... [et al.
وضعیت نشر و پخش و غیره
محل نشرو پخش و غیره
Boca Raton, FL
نام ناشر، پخش کننده و غيره
: Chapman & Hall/CRC,
تاریخ نشرو بخش و غیره
, c2011.
مشخصات ظاهری
نام خاص و کميت اثر
xxxii, 344 p.
ساير جزييات
: ill.
ابعاد
; 25 cm.
فروست
عنوان فروست
(Chapman & Hall/CRC data mining and knowledge discovery series.)
یادداشتهای مربوط به نشر، بخش و غیره
متن يادداشت
Print - Electronic
یادداشتهای مربوط به کتابنامه ، واژه نامه و نمایه های داخل اثر
متن يادداشت
Includes bibliographical references and index.
یادداشتهای مربوط به مندرجات
متن يادداشت
This book not only explores privacy and information utility issues but also efficiency and scalability challenges. In many chapters, the authors highlight efficient and scalable methods and provide an analytical discussion to compare the strengths and weaknesses of different solutions. --Book Jacket.
متن يادداشت
The first part of the book discusses the fundamentals of the field. In the second part, the authors present anonymization methods for preserving information utility for specific data mining tasks. The third part examines the privacy issues, privacy models, and anonymization methods for realistic and challenging data publishing scenarios. While the first three parts focus on anonymizing relational data, the last part studies the privacy threats, privacy models, and anonymization methods for complex data, including transaction, trajectory, social network, and textual data. --
متن يادداشت
Gaining access to high-quality data is a vital necessity in knowledge-based decision making. But data in its raw form often contains sensitive information about individuals. Providing solutions to this problem, the methods and tools of privacy-preserving data publishing enable the publication of useful information while protecting data privacy. Introduction to Privacy-Preserving Data Publishing: Concepts and Techniques presents state-of-the-art information sharing and data integration methods that take into account privacy and data mining requirements. --
فروست (داده ارتباطی)
عنوان
Chapman & Hall/CRC data mining and knowledge discovery series
موضوع (اسم عام یاعبارت اسمی عام)
موضوع مستند نشده
Database security.
موضوع مستند نشده
Confidential communications.
رده بندی ديویی
شماره
005
.
8
رده بندی کنگره
شماره رده
QA76
.
9
نشانه اثر
.
D314
,
I58
2011
نام شخص - ( مسئولیت معنوی درجه دوم )
مستند نام اشخاص تاييد نشده
Fung, Benjamin C. M
مبدا اصلی
کشور
ایران
دسترسی و محل الکترونیکی
نام ميزبان
Introduction to privacy-preserving data publishing