Privacy in social networks

著者

    • Zheleva, Elena
    • Terzi, Evimaria
    • Getoor, Lise

書誌事項

Privacy in social networks

Elena Zheleva, Evimaria Terzi, Lise Getoor

(Synthesis lectures on data mining and knowledge discovery, #4)

Morgan & Claypool Publishers, c2012

  • : pbk

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注記

Includes bibliographical references (p. 65-74)

内容説明・目次

内容説明

This synthesis lecture provides a survey of work on privacy in online social networks (OSNs). This work encompasses concerns of users as well as service providers and third parties. Our goal is to approach such concerns from a computer-science perspective, and building upon existing work on privacy, security, statistical modeling and databases to provide an overview of the technical and algorithmic issues related to privacy in OSNs. We start our survey by introducing a simple OSN data model and describe common statistical-inference techniques that can be used to infer potentially sensitive information. Next, we describe some privacy definitions and privacy mechanisms for data publishing. Finally, we describe a set of recent techniques for modeling, evaluating, and managing individual users' privacy risk within the context of OSNs.

目次

Introduction A Model for Online Social Networks Types of Privacy Disclosure Statistical Methods for Inferring Information in Networks Anonymity and Differential Privacy Attacks and Privacy-preserving Mechanisms Models of Information Sharing Users' Privacy Risk Management of Privacy Settings

「Nielsen BookData」 より

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詳細情報

  • NII書誌ID(NCID)
    BB1334016X
  • ISBN
    • 9781608458622
  • 出版国コード
    us
  • タイトル言語コード
    eng
  • 本文言語コード
    eng
  • 出版地
    [San Rafael, Calif.]
  • ページ数/冊数
    ix, 75 p.
  • 大きさ
    24 cm
  • 親書誌ID
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