Social Network Risk Analysis and Privacy Framework

Social Network Risk Analysis and Privacy Framework
Author: Sathya Dev Rajasekaran
Publisher:
Total Pages: 116
Release: 2009
Genre:
ISBN:

With the tremendous growth in Social Networks, it is of most importance to extend the current research and studies towards the risk associated with it. A Nielsen report reveals that more than two-thirds of the world's Internet population visit social networking sites each month, accounting for almost 10% of all internet time. Recent studies have also shown that users post massive amounts of personal and professional information on the social network. Hence it becomes absolutely necessary to enhance the safety and reduce the risk associated with the usage of social networks. This thesis aims at exploring the consequences of the adoption of social networks by employees working in enterprises. In the first part of the thesis we suggest methodologies to answer questions related to the risks incurred in an organization due to the usage of social network by its employees, efficient approaches that can be taken to mitigate the different risks and the financial and organizational implications for an organization in implementing any of the possible risk mitigation approaches. In the second part of the thesis we propose a new flexible framework for privacy policy generation in social networks, filling the gap between the privacy management needs of a social network user and privacy protection mechanism provided by the current social networks. We conclude, with the help of simulation results, that the framework proposed significantly enhances the privacy and security of the profile information on the social network at the cost of very little time overhead for the user.

Privacy Risk Analysis of Online Social Networks

Privacy Risk Analysis of Online Social Networks
Author: Sourya Joyee De
Publisher: Springer Nature
Total Pages: 95
Release: 2022-06-01
Genre: Computers
ISBN: 3031023552

The social benefit derived from Online Social Networks (OSNs) can lure users to reveal unprecedented volumes of personal data to an online audience that is much less trustworthy than their offline social circle. Even if a user hides his personal data from some users and shares with others, privacy settings of OSNs may be bypassed, thus leading to various privacy harms such as identity theft, stalking, or discrimination. Therefore, users need to be assisted in understanding the privacy risks of their OSN profiles as well as managing their privacy settings so as to keep such risks in check, while still deriving the benefits of social network participation. This book presents to its readers how privacy risk analysis concepts such as privacy harms and risk sources can be used to develop mechanisms for privacy scoring of user profiles and for supporting users in privacy settings management in the context of OSNs. Privacy scoring helps detect and minimize the risks due to the dissemination and use of personal data. The book also discusses many open problems in this area to encourage further research.

From Data to Models and Back

From Data to Models and Back
Author: Juliana Bowles
Publisher: Springer Nature
Total Pages: 199
Release: 2022-10-14
Genre: Computers
ISBN: 3031160118

This book constitutes the refereed proceedings of the 10th International Symposium "From Data Models and Back", DataMod 2021, which was held virtually during December 6-7, 2021, as a satellite event of SEFM 2021. The 9 full papers and 1 short paper included in this book were carefully reviewed and selected from 12 submissions. They were organized in topical sections as follows: Model verification; data mining and processing related approaches; and other approaches.

Risk Assessment and Countermeasures for Cybersecurity

Risk Assessment and Countermeasures for Cybersecurity
Author: Almaiah, Mohammed Amin
Publisher: IGI Global
Total Pages: 304
Release: 2024-05-01
Genre: Computers
ISBN:

The relentless growth of cyber threats poses an escalating challenge to our global community. The current landscape of cyber threats demands a proactive approach to cybersecurity, as the consequences of lapses in digital defense reverberate across industries and societies. From data breaches to sophisticated malware attacks, the vulnerabilities in our interconnected systems are glaring. As we stand at the precipice of a digital revolution, the need for a comprehensive understanding of cybersecurity risks and effective countermeasures has never been more pressing. Risk Assessment and Countermeasures for Cybersecurity is a book that clarifies many of these challenges in the realm of cybersecurity. It systematically navigates the web of security challenges, addressing issues that range from cybersecurity risk assessment to the deployment of the latest security countermeasures. As it confronts the threats lurking in the digital shadows, this book stands as a catalyst for change, encouraging academic scholars, researchers, and cybersecurity professionals to collectively fortify the foundations of our digital world.

Social Media Risk and Governance

Social Media Risk and Governance
Author: Phil Mennie
Publisher: Kogan Page Publishers
Total Pages: 232
Release: 2015-10-03
Genre: Business & Economics
ISBN: 0749474580

Few topics are as pressing to policy makers, business leaders and the risk management community as the secure and compliant management of social media. Social Media Risk and Governance is a practical guide to the components and considerations which make up a good social media governance strategy, spanning both external communications channels such as Facebook, Twitter and LinkedIn, as well as enterprise social networks within an organization. Written by social media risk and governance expert Phil Mennie, Social Media Risk and Governance addresses the concepts which professionals in information security, marketing, compliance and risk management need to take into account in their daily practice, guiding us through policy evaluation, planning on social media, information security and fraud risks, how to respond to a crisis or to archive data and more. Featuring examples from companies such as BP, MasterCard, Netflix, PwC, Silk Road, UBS and Yelp, the book is designed to promote cross-functional working between professional users of social media, acknowledging the impact of these technologies across the business and the interaction of the various stakeholders when planning new activities to effectively harness the power of social media safely and successfully for their organization.

Security and Privacy in Social Networks

Security and Privacy in Social Networks
Author: Yaniv Altshuler
Publisher: Springer Science & Business Media
Total Pages: 254
Release: 2012-08-14
Genre: Computers
ISBN: 1461441390

Security and Privacy in Social Networks brings to the forefront innovative approaches for analyzing and enhancing the security and privacy dimensions in online social networks, and is the first comprehensive attempt dedicated entirely to this field. In order to facilitate the transition of such methods from theory to mechanisms designed and deployed in existing online social networking services, the book aspires to create a common language between the researchers and practitioners of this new area- spanning from the theory of computational social sciences to conventional security and network engineering.

Analyzing and Securing Social Networks

Analyzing and Securing Social Networks
Author: Bhavani Thuraisingham
Publisher: CRC Press
Total Pages: 586
Release: 2016-04-06
Genre: Computers
ISBN: 1482243288

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 technolo

From Security to Community Detection in Social Networking Platforms

From Security to Community Detection in Social Networking Platforms
Author: Panagiotis Karampelas
Publisher: Springer
Total Pages: 242
Release: 2019-04-09
Genre: Computers
ISBN: 3030112861

This book focuses on novel and state-of-the-art scientific work in the area of detection and prediction techniques using information found generally in graphs and particularly in social networks. Community detection techniques are presented in diverse contexts and for different applications while prediction methods for structured and unstructured data are applied to a variety of fields such as financial systems, security forums, and social networks. The rest of the book focuses on graph-based techniques for data analysis such as graph clustering and edge sampling. The research presented in this volume was selected based on solid reviews from the IEEE/ACM International Conference on Advances in Social Networks, Analysis, and Mining (ASONAM '17). Chapters were then improved and extended substantially, and the final versions were rigorously reviewed and revised to meet the series standards. This book will appeal to practitioners, researchers and students in the field.

Measuring Privacy Risk in Online Social Networks

Measuring Privacy Risk in Online Social Networks
Author:
Publisher:
Total Pages:
Release: 2009
Genre:
ISBN:

Measuring privacy risk in online social networks is a challenging task. One of the fundamental difficulties is quantifying the amount of information revealed unintentionally. We present PrivAware, a tool to detect and report unintended information loss in online social networks. Our goal is to provide a rudimentary framework to identify privacy risk and provide solutions to reduce information loss. The first instance of the software is focused on information loss attributed to social circles. In subsequent releases we intend to incorporate additional capabilities to capture ancillary threat models. From our initial results, we quantify the privacy risk attributed to friend relationships in Facebook. We show that for each user in our study a majority of their personal attributes can be derived from social contacts. Moreover, we present results denoting the number of friends contributing to a correctly inferred attribute. We also provide similar results for different demographics of users. The intent of PrivAware is to not only report information loss but to recommend user actions to mitigate privacy risk. The actions provide users with the steps necessary to improve their overall privacy measurement. One obvious, but not ideal, solution is to remove risky friends. Another approach is to group risky friends and apply access controls to the group to limit visibility. In summary, our goal is to provide a unique tool to quantify information loss and provide features to reduce privacy risk.

Social Media and Networking: Concepts, Methodologies, Tools, and Applications

Social Media and Networking: Concepts, Methodologies, Tools, and Applications
Author: Management Association, Information Resources
Publisher: IGI Global
Total Pages: 2337
Release: 2015-07-31
Genre: Social Science
ISBN: 1466686154

In the digital era, users from around the world are constantly connected over a global network, where they have the ability to connect, share, and collaborate like never before. To make the most of this new environment, researchers and software developers must understand users’ needs and expectations. Social Media and Networking: Concepts, Methodologies, Tools, and Applications explores the burgeoning global community made possible by Web 2.0 technologies and a universal, interconnected society. With four volumes of chapters related to digital media, online engagement, and virtual environments, this multi-volume reference is an essential source for software developers, web designers, researchers, students, and IT specialists interested in the growing field of digital media and engagement. This four-volume reference includes various chapters covering topics related to Web 2.0, e-governance, social media activism, internet privacy, digital and virtual communities, e-business, customer relationship management, and more.