Data Privacy: Foundations, New Developments and the Big Data Challenge (Studies in Big Data)
暫譯: 數據隱私:基礎、新發展與大數據挑戰(大數據研究)

Vicenç Torra

  • 出版商: Springer
  • 出版日期: 2018-08-02
  • 售價: $8,040
  • 貴賓價: 9.5$7,638
  • 語言: 英文
  • 頁數: 284
  • 裝訂: Paperback
  • ISBN: 3319861417
  • ISBN-13: 9783319861418
  • 相關分類: 大數據 Big-data
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book offers a broad, cohesive overview of the field of data privacy. It discusses, from a technological perspective, the problems and solutions of the three main communities working on data privacy: statistical disclosure control (those with a statistical background), privacy-preserving data mining (those working with data bases and data mining), and privacy-enhancing technologies (those involved in communications and security) communities.

Presenting different approaches, the book describes alternative privacy models and disclosure risk measures as well as data protection procedures for respondent, holder and user privacy. It also discusses specific data privacy problems and solutions for readers who need to deal with big data.

商品描述(中文翻譯)

這本書提供了數據隱私領域的廣泛而連貫的概述。它從技術的角度討論了三個主要社群在數據隱私方面所面臨的問題和解決方案:統計披露控制(具有統計背景的人士)、隱私保護數據挖掘(從事數據庫和數據挖掘的人士)以及增強隱私技術(涉及通訊和安全的人士)社群。

本書呈現不同的方法,描述了替代的隱私模型和披露風險衡量標準,以及針對受訪者、持有者和使用者隱私的數據保護程序。它還討論了特定的數據隱私問題和解決方案,適合需要處理大數據的讀者。