Privacy in Social Networks

Nonfiction, Computers, Database Management, Data Processing
Cover of the book Privacy in Social Networks by Elena Zheleva, Evimaria Terzi, Lise Getoor, Morgan & Claypool Publishers
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Elena Zheleva, Evimaria Terzi, Lise Getoor ISBN: 9781608458639
Publisher: Morgan & Claypool Publishers Publication: March 1, 2013
Imprint: Morgan & Claypool Publishers Language: English
Author: Elena Zheleva, Evimaria Terzi, Lise Getoor
ISBN: 9781608458639
Publisher: Morgan & Claypool Publishers
Publication: March 1, 2013
Imprint: Morgan & Claypool Publishers
Language: English

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. Table of Contents: 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

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

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. Table of Contents: 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

More books from Morgan & Claypool Publishers

Cover of the book String Theory and the Real World by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Physics and the Environment by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Discrete Quantum Mechanics by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Linked Lexical Knowledge Bases by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Special and General Relativity by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Multitasking in the Digital Age by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Smart External Stimulus-Responsive Nanocarriers for Drug and Gene Delivery by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Automatic Text Simplification by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book A Handbook of Mathematical Methods and Problem-Solving Tools for Introductory Physics by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Qualitative HCI Research by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Nuclear Power by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Incentive-Centric Semantic Web Application Engineering by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Web Corpus Construction by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book An Introduction to Plasma Physics and Its Space Applications, Volume 1 by Elena Zheleva, Evimaria Terzi, Lise Getoor
Cover of the book Computational Prediction of Protein Complexes from Protein Interaction Networks by Elena Zheleva, Evimaria Terzi, Lise Getoor
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy