Analyzing and Securing Social Networks 1st Edition by Bhavani Thuraisingham, Satyen Abrol, Raymond Heatherly, Murat Kantarcioglu, Vaibhav Khadilkar, Latifur Khan ISBN 148224327X 9781482243277

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ISBN 10:  148224327X
ISBN 13: 978-1482243277
Author:   Bhavani Thuraisingham, Satyen Abrol, Raymond Heatherly, Murat Kantarcioglu, Vaibhav Khadilkar, Latifur Khan

Analyzing and Securing Social Networks focuses on the two major technologies that have been developed for online social networks (OSNs): (i) data mining technologies for analyzing these networks and extracting useful information such as location, demographics, and sentiments of the participants of the network, and (ii) security and privacy technologies that ensure the privacy of the participants of the network as well as provide controlled access to the information posted and exchanged by the participants.

The authors explore security and privacy issues for social media systems, analyze such systems, and discuss prototypes they have developed for social media systems whose data are represented using semantic web technologies. These experimental systems have been developed at The University of Texas at Dallas. The material in this book, together with the numerous references listed in each chapter, have been used for a graduate-level course at The University of Texas at Dallas on analyzing and securing social media. Several experimental systems developed by graduate students are also provided.

The book is divided into nine main sections: (1) supporting technologies, (2) basics of analyzing and securing social networks, (3) the authors’ design and implementation of various social network analytics tools, (4) privacy aspects of social networks, (5) access control and inference control for social networks, (6) experimental systems designed or developed by the authors on analyzing and securing social networks, (7) social media application systems developed by the authors, (8) secure social media systems developed by the authors, and (9) some of the authors’ exploratory work and further directions.

 

Analyzing and Securing Social Networks 1st Table of contents:

1: Introduction

Section I: Supporting Technologies

2: Social Networks: A Survey

3: Data Security and Privacy

4: Data Mining Techniques

5: Cloud Computing and Semantic Web Technologies

Section II: Aspects of Analyzing and Securing Social Networks

6: Analyzing and Securing Social Networks

7: Semantic Web-Based Social Network Representation and Analysis

8: Confidentiality, Privacy, and Trust for Social Media Data

Section III: Techniques and Tools for Social Network Analytics

9: Developments and Challenges in Location Mining

10: TweetHood: A Social Media Analytics Tool

11: Tweecalization: Location Mining Using Semisupervised Learning

12: Tweeque: Identifying Social Cliques for Location Mining

13: Understanding News Queries with Geo-Content Using Twitter

Section IV: Social Network Analytics and Privacy Considerations

14: Our Approach to Studying Privacy in Social Networks

15: Classification of Social Networks Incorporating Link Types

16: Extending Classification of Social Networks through Indirect Friendships

17: Social Network Classification through Data Partitioning

18: Sanitization of Social Network Data for Release to Semitrusted Third Parties

Section V: Access Control and Inference for Social Networks

19: Access Control for Social Networks

20: Implementation of an Access Control System for Social Networks

21: Inference Control for Social Media

22: Implementing an Inference Controller for Social Media Data

Section VI: Social Media Integration and Analytics Systems

23: Social Graph Extraction, Integration, and Analysis

24: Semantic Web-Based Social Network Integration

25: Experimental Cloud Query Processing System for Social Networks

26: Social Networking in the Cloud

Section VII: Social Media Application Systems

27: Graph Mining for Insider Threat Detection

28: Temporal Geosocial Mobile Semantic Web

29: Social Media and Bioterrorism

30: Stream Data Analytics for Multipurpose Social Media Applications

Section VIII: Secure Social Media Systems

31: Secure Cloud Query Processing with Relational Data for Social Media

32: Secure Cloud Query Processing for Semantic Web-Based Social Media

33: Cloud-Centric Assured Information Sharing for Social Networks

34: Social Network Integration and Analysis with Privacy Preservation

35: Attacks on Social Media and Data Analytics Solutions

Section IX: Secure Social Media Directions

36: Unified Framework for Analyzing and Securing Social Media

37: Integrity Management and Data Provenance for Social Media

38: Multilevel Secure Online Social Networks

39: Developing an Educational Infrastructure for Analyzing and Securing Social Media

40: Summary and Directions

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