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Privacy in Social Networks: A Survey [chapter]

Elena Zheleva, Lise Getoor
2011 Social Network Data Analytics  
In this chapter, we survey the literature on privacy in social networks. We focus both on online social networks and online af liation networks.  ...  We present de nitions of privacy in the context of anonymization together with existing anonymization techniques.  ...  privacy.  ... 
doi:10.1007/978-1-4419-8462-3_10 fatcat:gzcane63x5ajjc7jt3xtxv3h7u

Privacy Intelligence: A Survey on Image Privacy in Online Social Networks [article]

Chi Liu, Tianqing Zhu, Jun Zhang, Wanlei Zhou
2021 arXiv   pre-print
Image sharing on online social networks (OSNs) has become an indispensable part of daily social activities, but it has also led to an increased risk of privacy invasion.  ...  To fill the gap, we contribute a survey of "privacy intelligence" that targets modern privacy issues in dynamic OSN image sharing from a user-centric perspective.  ...  [32] reviewed the state of the art in privacy-preserving schemes developed for (or applied in the context of) ad hoc social networks, including mobile social networks (MSNs) and vehicular social networks  ... 
arXiv:2008.12199v2 fatcat:vxv6rsnyavesjiw2bbnc4jzsiy

Privacy and security in online social networks: A survey

Imrul Kayes, Adriana Iamnitchi
2017 Online Social Networks and Media  
Online Social Networks (OSN) are a permanent presence in today's personal and professional lives of a huge segment of the population, with direct consequences to offline activities.  ...  We introduce a taxonomy of privacy and security attacks in OSNs, we overview existing solutions to mitigate those attacks, and outline challenges still to overcome.  ...  and Security in Online Social Networks: A Survey • 1:11 consider a de-anonymization attack, where an attacker, equipped with the Privacy and Security in Online Social Networks: A Survey • 1  ... 
doi:10.1016/j.osnem.2017.09.001 fatcat:xme5wwkyfbhnpgoiwgadknageq

Security and Privacy in Online Social Networks: A Survey

Sudarshan Kudlur Satyanarayana, Keshav Sood, Yuan Tao, Shui Yu
2014 EAI Endorsed Transactions on Industrial Networks and Intelligent Systems  
This article surveys the detailed analysis of the current state of the Online Social Networks in perspective of security and privacy issues.  ...  The Online Social Networks (OSN) open a new vista serving millions of users and have reshaped the way people interacts.  ...  Social Networks: A Survey Table 1.  ... 
doi:10.4108/inis.1.1.e3 fatcat:57mw4jysorenpdjc6cxf5bjrpa

A Survey on Privacy Issues in Mobile Social Networks

Akshita Maradapu Vera Venkata Sai, Yingshu Li
2020 IEEE Access  
This survey on privacy issues in MSNs serves as a way to provide an introduction to MSNs.  ...  Mobile Social Networks (MSNs) are a category of social networks that have features of both traditional OSNs and Location-Based Social Networks (LBSNs).  ...  These different social networking sites became part of a much larger network called Online Social Networks (OSNs).  ... 
doi:10.1109/access.2020.3009691 fatcat:prx2edw2mbd4dkvgmowag3svla

Applications of Differential Privacy in Social Network Analysis: A Survey [article]

Honglu Jiang, Jian Pei, Dongxiao Yu, Jiguo Yu, Bei Gong, Xiuzhen Cheng
2021 arXiv   pre-print
In this article, we provide a comprehensive survey connecting the basic principles of differential privacy and applications in social network analysis.  ...  We present a concise review of the foundations of differential privacy and the major variants and discuss how differential privacy is applied to social network analysis, including privacy attacks in social  ...  Application and implementation in cyber-physical systems Privacy of Social Networks [96, 97] [1, 76] Surveys on privacy risks and anonymization techniques for privacy preserving publishing of social  ... 
arXiv:2010.02973v2 fatcat:finuu7fjenhzzcfhplapwt37mi

Social Networks Research Aspects: A Vast and Fast Survey Focused on the Issue of Privacy in Social Network Sites [article]

Mohammad Soryani, Behrooz Minaei
2012 arXiv   pre-print
in online social networks.  ...  After an overview on different research subareas of SNSs, we will get more focused on the subarea of privacy protection in social networks, and introduce different aspects of it along with a categorization  ...  In [36] and [52] the tradeoff between privacy and utility of anonymized data is discussed. A good survey about anonymizing social network information is [17] .  ... 
arXiv:1201.3745v1 fatcat:oy7sotsrive6rir4jtabcmf56u

Privacy in Social Networks

Elena Zheleva, Evimaria Terzi, Lise Getoor
2012 Synthesis Lectures on Data Mining and Knowledge Discovery  
This manuscript was supported in part by NSF grant #IIS0746930 and NSF grant #1017529, and gifts from Microsoft, Yahoo!, and Google. Some of the images included in  ...  In addition to the work presented in this synthesis lecture, there are other useful surveys on privacy in social networks that focus on different aspects of the problem [27, 49, 64, 101, 108] .  ...  PART I Online Social Networks and Information Disclosure Privacy in online social networks is a very young field that studies what constitutes an unauthorized disclosure in social networks and how to protect  ... 
doi:10.2200/s00408ed1v01y201203dmk004 fatcat:x2zivcq7fjakbkkdayab5nuu2i

Anonymization in Social Ne tworks: A Survey on the issues of Data Privacy in Social Network Sites

A. Praveena, Dr.S. Smys
2016 International Journal Of Engineering And Computer Science  
Privacy preservation is a significant research issue in social networking. Since more personalized information is shared with the public, violating the privacy of a target user become much easier.  ...  Privacy in online social networks data has been of utmost concern. Hence, the research in this field is still in its early years.  ...  [40] Surveyed literature on privacy in social networks, Possible privacy breaches has been defined and possible privacy attacks.. 2012 Fire et al.  ... 
doi:10.18535/ijecs/v5i3.07 fatcat:oashkvfh6rgvrpfso2knjeb23e

User's Privacy in Recommendation Systems Applying Online Social Network Data, A Survey and Taxonomy [article]

Erfan Aghasian, Saurabh Garg, James Montgomery
2018 arXiv   pre-print
This paper surveys the main privacy concerns, measurements and privacy-preserving techniques used in large-scale online social networks and recommender systems.  ...  in online social networks.  ...  Privacy Concerns in Social Networks Privacy in social network sites can be seen from two different perspectives.  ... 
arXiv:1806.07629v1 fatcat:fbo7j4wq2jf6xmlqkxw2777sfe

Privacy Concerns in Social Networks

Renuka Devi, R Swathi, Bharath Narayanan
2019 Journal of Physics, Conference Series  
The current trend circulates around posting personal photos and other information on social network sites.  ...  In order to protect privacy and to have control over it, we introduce an algorithm.  ...  Online social networking sites have been a boon and a bane.  ... 
doi:10.1088/1742-6596/1362/1/012014 fatcat:6sbvujcv7jc5jdjicjgcgetkna

Privacy in Online Social Networks [chapter]

Elie Raad, Richard Chbeir
2013 Lecture Notes in Social Networks  
The chapter concludes with a discussion of some open challenges to address in future privacy-related works. What is a Social Network?  ...  In this context, we address privacy-related issues by resorting to social network analysis and link mining techniques.  ...  A recent research in [1] addressed the topic of privacy settings on social networks and particularly investigated the privacy settings of Facebook.  ... 
doi:10.1007/978-3-7091-0894-9_1 dblp:series/lnsn/RaadC13 fatcat:pxzg2pz5onfppljbhfzs6cg76e

Privacy landscape in online social networks

Agrima Srivastava, G. Geethakumari
2015 International Journal of Trust Management in Computing and Communications  
These days a large number of people are actively using online social networks (OSNs).  ...  Intentionally or unintentionally users share a lot of their personal information on these networks which results in privacy threats and unwanted privacy breaches.  ...  Wu et al. (2010) had surveyed the recent research developments on privacy preserving publishing of graphs and the social network data.  ... 
doi:10.1504/ijtmcc.2015.072461 fatcat:dfvo5crcyvhkdgtrbzvio5wl5y

A Survey On Securing User Data in Social Networks Using Privacy Preserving Options

Priyanka Thakare
2015 International Journal on Recent and Innovation Trends in Computing and Communication  
Privacy is one of greatest rubbing focuses that rises when interchanges get interceded in Online Social Networks (OSNs).different groups of software engineering analysts have been surrounded the 'OSN security  ...  In this paper, we first give a prologue to the observation and social security viewpoint stressing the account that the educate them, and their suspicions, objectives and techniques.  ...  Privacy Services: The social networking sites today have only a few number of privacy options. For example, facebook gives only four options (i.e. only me, Friends, Friends of Friends, and Public).  ... 
doi:10.17762/ijritcc2321-8169.150220 fatcat:bdccmcnjmfgpxgbvizhgzm4lqy

Privacy Issues in Mobile Social Networks

Racha Ajami, Nabeel Al Qirim, Noha Ramadan
2012 Procedia Computer Science  
Despite this growing momentum in such social networks; privacy loops as a concern amongst users.  ...  The research will elucidate some of the suggested mechanisms to endorse users' trust in social interactions.  ...  In the following, Different Social Networks Security Mechanisms and approaches are introduced, which could help enhance users' privacy while being a part of a social network via mobile devices.  ... 
doi:10.1016/j.procs.2012.06.086 fatcat:kixrhmu4ubfwvcgcq7aoy34dh4
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