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On the (Im)possibility of Preserving Utility and Privacy in Personalized Social Recommendations [article]

Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma
<span title="2010-04-30">2010</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
social recommendations are feasible only for a few users in the social network or for a lenient setting of privacy parameters.  ...  on one's social interactions.  ...  In addition, a social network might want to use a different underlying social network, such as one derived from e-mail records or Instant Messenger connections, to suggest friends (e.g.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1004.5600v1">arXiv:1004.5600v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dup322paejenndjiad6fmiussi">fatcat:dup322paejenndjiad6fmiussi</a> </span>
<a target="_blank" rel="noopener" href="https://archive.org/download/arxiv-1004.5600/1004.5600.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> File Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/5e/f5/5ef5ad485afa011639c25aac9fc014fe6bad7e09.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1004.5600v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

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

Erfan Aghasian, Saurabh Garg, James Montgomery
<span title="2018-06-20">2018</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
This paper surveys the main privacy concerns, measurements and privacy-preserving techniques used in large-scale online social networks and recommender systems.  ...  It is based on historical works on security, privacy-preserving, statistical modeling, and datasets to provide an overview of the technical difficulties and problems associated with privacy preserving  ...  In Section 1.4, we describe the privacy preserving approaches. Finally, we describe privacy-preserving models in online social networks and recommender systems.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1806.07629v1">arXiv:1806.07629v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/fbo7j4wq2jf6xmlqkxw2777sfe">fatcat:fbo7j4wq2jf6xmlqkxw2777sfe</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20191025123356/https://arxiv.org/pdf/1806.07629v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/2b/71/2b71aa77a494127437ff1e277ec3bfcc7c5873e5.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1806.07629v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

A Privacy-Aware Framework for Friend Recommendations in Online Social Networks

Mona Alkanhal, Bharath K. Samanthula
<span title="">2019</span> <i title="IEEE"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/tb24nnnrubebxkmwjynbi532ce" style="color: black;">2019 IEEE International Conference on Computational Science and Engineering (CSE) and IEEE International Conference on Embedded and Ubiquitous Computing (EUC)</a> </i> &nbsp;
Furthermore, we develop a privacy-aware friend recommendation protocol that recommends new friends to social network users without compromising their data.  ...  Along this direction, user's privacy has been a significant concern to all users in the social networks.  ...  PRIVACY-PRESERVING FRIEND-RECOMMENDATION IN OSN In this section, we review some existing work on privacy-preserving friend recommendation in OSN and outline their theses as well as compare them to our  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cse/euc.2019.00043">doi:10.1109/cse/euc.2019.00043</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/cse/AlkanhalS19.html">dblp:conf/cse/AlkanhalS19</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/yxertwnhebhlxjv6ztyevbzx7i">fatcat:yxertwnhebhlxjv6ztyevbzx7i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200709213943/https://digitalcommons.montclair.edu/cgi/viewcontent.cgi?article=1281&amp;context=etd" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/69/92/6992424b8178d038068f87b49a21cfbfc4ca8d2a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1109/cse/euc.2019.00043"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> ieee.com </button> </a>

Towards location-based social networking services

Chi-Yin Chow, Jie Bao, Mohamed F. Mokbel
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/q6tw7qmnszfgbikw4mpyjrokkm" style="color: black;">Proceedings of the 2nd ACM SIGSPATIAL International Workshop on Location Based Social Networks - LBSN &#39;10</a> </i> &nbsp;
Social networking applications have become very important web services that provide Internet-based platforms for their users to interact with their friends.  ...  Within the GeoSocialDB framework, we discuss research challenges and directions towards the realization of scalable and practical query processing for location-based social networking services.  ...  Existing location-based social networking systems focus on very specific services, which include sharing geo-tagged messages [7] and supporting privacy-preserving buddy search [24, 36] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1867699.1867706">doi:10.1145/1867699.1867706</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/gis/ChowBM10.html">dblp:conf/gis/ChowBM10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3ulxrf7zifgurjzxvkacrago3y">fatcat:3ulxrf7zifgurjzxvkacrago3y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130612155815/http://www.cs.cityu.edu.hk:80/~chiychow/papers/LBSN_2010.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/e0/33/e033819c2b09ed927b890b51714edda6ae427a69.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1867699.1867706"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

IMPROVED PRIVACY POLICY PREDICTION OF USER UPLOADED PROFILE IMAGES IN SOCIAL MEDIA SITES

Mayil S, Vanitha M
<span title="2017-10-31">2017</span> <i title="ENGG Journals Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/rm2oud7tpnfwtpubgeudnvvonm" style="color: black;">International Journal of Engineering and Technology</a> </i> &nbsp;
Online social networking has become one of the most popular activities on the Internet. Over the years, all online activities have accumulated a huge amounts of data.  ...  By using a predictive algorithm, automatic categorizations of images can be generated based on user's social characteristics.  ...  III.C.1 User Expectations The privacy expectations in social networking are based on relationships. Typical social networking supports privileged access to friends and networks. III.C.2. Friends.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i5/170905321">doi:10.21817/ijet/2017/v9i5/170905321</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/hia4vkgicrak5dsmw7k7jjh2vi">fatcat:hia4vkgicrak5dsmw7k7jjh2vi</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180721064405/http://www.enggjournals.com/ijet/docs/IJET17-09-05-321.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/d8/de/d8de54138ecde5485da25e635de6858c8d281819.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.21817/ijet/2017/v9i5/170905321"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

Personalized Social Recommendations - Accurate or Private? [article]

Ashwin Machanavajjhala, Aleksandra Korolova
<span title="2011-05-21">2011</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
With the recent surge of social networks like Facebook, new forms of recommendations have become possible - personalized recommendations of ads, content, and even new friend and product connections based  ...  In this paper, we study whether "social recommendations", or recommendations that are solely based on a user's social network, can be made without disclosing sensitive links in the social graph.  ...  [5] demonstrate that algorithms that recommend products based on friends' purchases have very practical privacy concerns.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1105.4254v1">arXiv:1105.4254v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/cbzjuegyzffktnqhhjpepbrt3e">fatcat:cbzjuegyzffktnqhhjpepbrt3e</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20200828163617/https://arxiv.org/ftp/arxiv/papers/1105/1105.4254.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/56/cb/56cb2dc1de77439d0875de24f1d9ac9aeb45e563.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/1105.4254v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Preserving privacy in location-based mobile social applications

Krishna P. N. Puttaswamy, Ben Y. Zhao
<span title="">2010</span> <i title="ACM Press"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/g2i2kcww7zfazc6z4kehoj54cq" style="color: black;">Proceedings of the Eleventh Workshop on Mobile Computing Systems &amp; Applications - HotMobile &#39;10</a> </i> &nbsp;
Location-based social applications (LBSAs) rely on the location coordinates of the users to provide services.  ...  We believe our approach provides a practical alternative design for LBSAs that is deployable today.  ...  To preserve the confidentiality of the users' social circles during two-hop friend discovery, privacy preserving matching techniques can be used [8] .  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1734583.1734585">doi:10.1145/1734583.1734585</a> <a target="_blank" rel="external noopener" href="https://dblp.org/rec/conf/wmcsa/PuttaswamyZ10.html">dblp:conf/wmcsa/PuttaswamyZ10</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/vv6eshxm3vh2fdkawmhoeaqd3i">fatcat:vv6eshxm3vh2fdkawmhoeaqd3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170922233609/http://cs.ucsb.edu/~ravenben/publications/pdf/lbsa-hotmobile10.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/be/f2/bef2a9825488e5aee5cd069e0ad0157af619bf57.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/1734583.1734585"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

Personalized social recommendations

Ashwin Machanavajjhala, Aleksandra Korolova, Atish Das Sarma
<span title="2011-04-01">2011</span> <i title="VLDB Endowment"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/p6rqwwpkkjbcldejepcehaalby" style="color: black;">Proceedings of the VLDB Endowment</a> </i> &nbsp;
We study whether "social recommendations", or recommendations that are solely based on a user's social network, can be made without disclosing sensitive links in the social graph.  ...  With the recent surge of social networks such as Facebook, new forms of recommendations have become possible -recommendations that rely on one's social connections in order to make personalized recommendations  ...  [5] demonstrate that algorithms that recommend products based on friends' purchases have very practical privacy concerns.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1988776.1988780">doi:10.14778/1988776.1988780</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/s3emp3teafc5zlndfmnwcogp5m">fatcat:s3emp3teafc5zlndfmnwcogp5m</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20130603034518/http://theory.stanford.edu/~korolova/Personalized_social_recommendations_accurate_or_private.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/21/30/2130ded129450556ea0da8a990d747e860f9cf4e.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.14778/1988776.1988780"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

FedPOIRec: Privacy Preserving Federated POI Recommendation with Social Influence [article]

Vasileios Perifanis, George Drosatos, Giorgos Stamatelatos, Pavlos S. Efraimidis
<span title="2021-12-21">2021</span> <i > arXiv </i> &nbsp; <span class="release-stage" >pre-print</span>
With the growing number of Location-Based Social Networks, privacy preserving location prediction has become a primary task for helping users discover new points-of-interest (POIs).  ...  In this work, we present FedPOIRec, a privacy preserving federated learning approach enhanced with features from users' social circles for top-N POI recommendations.  ...  Conclusion In this paper, we presented FedPOIRec, a generic practical privacy preserving solution for POI recommendations enhanced with knowledge transfer between friends by operating on encrypted  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.11134v1">arXiv:2112.11134v1</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/5v4scfks6bawlknkfru4nuxlcu">fatcat:5v4scfks6bawlknkfru4nuxlcu</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20220103235538/https://arxiv.org/pdf/2112.11134v1.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/f0/eb/f0eb306c46f03c48edfc5a31ee2d94ae2e2da64a.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener" href="https://arxiv.org/abs/2112.11134v1" title="arxiv.org access"> <button class="ui compact blue labeled icon button serp-button"> <i class="file alternate outline icon"></i> arxiv.org </button> </a>

Opinions of people

Anirban Basu, Jaideep Vaidya, Juan Camilo Corena, Shinsaku Kiyomoto, Stephen Marsh, Guibing Guo, Jie Zhang, Yutaka Miyake
<span title="2014-09-22">2014</span> <i title="Association for Computing Machinery (ACM)"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/i2q4aq4xpzfkfnixey4bakudfq" style="color: black;">ACM SIGAPP Applied Computing Review</a> </i> &nbsp;
In crowdsourcing, instead of asking friends, one can solicit opinions from experts in the crowd through a privacy preserving trusted feedback mechanism.  ...  The growth of online social networks has seen the utilisation of these network graphs for the purpose of providing recommendations.  ...  friend of the user to the social network and the user.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2670967.2670968">doi:10.1145/2670967.2670968</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/sfyjkv2xpvhjnoyonxgrfgnkuy">fatcat:sfyjkv2xpvhjnoyonxgrfgnkuy</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809011926/http://www.ntu.edu.sg/home/zhangj/paper/acr14.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/ac/15/ac157a4b5cbbd1b35d514e44849ef9f934508bcb.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1145/2670967.2670968"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> acm.org </button> </a>

To Enhance Recommendation by Providing Location Privacy in GeoSocial Application
english

Charushila Kapde, Priyanka Kumbhar
<span title="2015-05-30">2015</span> <i title="Ess &amp; Ess Research Publications"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/vzhjis6iijfe5gwwloxj4ecjr4" style="color: black;">International Journal of Innovative Research in Computer and Communication Engineering</a> </i> &nbsp;
User stores encrypted data on the server by using transformations. When user allows recommender then they can access the users location and data. LocX provides more privacy for today's mobile devices.  ...  Now a days there are many geo social applications which are based on large extent, so people are more concern about the security of location and respective data stored at that location.  ...  preserving user location privacy.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15680/ijircce.2015.0305023">doi:10.15680/ijircce.2015.0305023</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/m3j6x44iejazfgpjo64ebdllri">fatcat:m3j6x44iejazfgpjo64ebdllri</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20160819161005/http://www.rroij.com/open-access/to-enhance-recommendation-byproviding-location-privacy-in-geosocialapplication.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/8f/36/8f361cd6514d86bd7dea781cbeb8bb36f67f7696.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.15680/ijircce.2015.0305023"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>

An Efficient & Secure Content Contribution and Retrieval content in Online Social Networks using Level-level Security Optimization & Content Visualization Algorithm

Kumaran Umapathy, Neelu Khare
<span title="2018-05-01">2018</span> <i title="Institute of Advanced Engineering and Science"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/trvfti3jm5hnxhei7rl7owpcqq" style="color: black;">Indonesian Journal of Electrical Engineering and Computer Science</a> </i> &nbsp;
It adopts level by level privacy based on user requirement in the social network. It evaluates the privacy compatibility in the online social network environment to avoid security complexities.  ...  The mechanism divided into three parts namely like online social network platform creation, social network privacy, social network within organizational privacy and network controlling and authentication  ...  In [7] explored the privacy-preserving actions regarding information sharing for this demography on one social media platform-Facebook.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v10.i2.pp807-816">doi:10.11591/ijeecs.v10.i2.pp807-816</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/3hmxwdxptbgwjdwrrii34ak3me">fatcat:3hmxwdxptbgwjdwrrii34ak3me</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190427154221/http://www.iaescore.com/journals/index.php/IJEECS/article/download/11113/8410" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/fb/9b/fb9b8bbc6bd2f50252fc2556ff0e096d5b6fc1f1.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.11591/ijeecs.v10.i2.pp807-816"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="unlock alternate icon" style="background-color: #fb971f;"></i> Publisher / doi.org </button> </a>

Personalization and privacy: a survey of privacy risks and remedies in personalization-based systems

Eran Toch, Yang Wang, Lorrie Faith Cranor
<span title="2012-03-10">2012</span> <i title="Springer Nature"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/yrjf5yycp5abxkr5hcdpxjoj5i" style="color: black;">User modeling and user-adapted interaction</a> </i> &nbsp;
For example, systems that personalize advertisements according to the physical location of the user or according to the user's friends' search history, introduce new privacy risks that may discourage wide  ...  This article analyzes the privacy risks associated with several current and prominent personalization trends, namely social-based personalization, behavioral profiling, and location-based personalization  ...  Privacy-preserving location tracking Research on privacy-preserving location tracking has built on existing privacy preserving techniques such as anonymity and pertubation techniques.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11257-011-9110-z">doi:10.1007/s11257-011-9110-z</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/qxghk5txzfel3j5365yktbei3i">fatcat:qxghk5txzfel3j5365yktbei3i</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20170809015335/http://www.eng.tau.ac.il/~eran/papers/UMUAI_Toch_privacy.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a0/b0/a0b02090f8ed555e581d8136f19c46bfc7f394c9.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/s11257-011-9110-z"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Social Network Privacy: Issues and Measurement [chapter]

Isabel Casas, Jose Hurtado, Xingquan Zhu
<span title="">2015</span> <i title="Springer International Publishing"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/2w3awgokqne6te4nvlofavy5a4" style="color: black;">Lecture Notes in Computer Science</a> </i> &nbsp;
This situation brings to consideration about many important aspects of social network privacy, such as what are the privacy issues in social networks?  ...  However, problems with privacy and security of the users information may also occur, especially when members are not aware of the risks of posting sensitive information on a social network.  ...  To anonymize data, a social network is assumed to be a graph and transformations are applied to achieve privacy preservation.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-26187-4_44">doi:10.1007/978-3-319-26187-4_44</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/jqpe7xhtinaarkl5zhyv3e7qi4">fatcat:jqpe7xhtinaarkl5zhyv3e7qi4</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20190224081112/http://pdfs.semanticscholar.org/52fe/cafcc3416954369958c4cb000c08f986d432.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/52/fe/52fecafcc3416954369958c4cb000c08f986d432.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1007/978-3-319-26187-4_44"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> springer.com </button> </a>

Privacy landscape in online social networks

Agrima Srivastava, G. Geethakumari
<span title="">2015</span> <i title="Inderscience Publishers"> <a target="_blank" rel="noopener" href="https://fatcat.wiki/container/f4j7pcxe7zd5fbmapxqgdzim4e" style="color: black;">International Journal of Trust Management in Computing and Communications</a> </i> &nbsp;
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.  ... 
<span class="external-identifiers"> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1504/ijtmcc.2015.072461">doi:10.1504/ijtmcc.2015.072461</a> <a target="_blank" rel="external noopener" href="https://fatcat.wiki/release/dfvo5crcyvhkdgtrbzvio5wl5y">fatcat:dfvo5crcyvhkdgtrbzvio5wl5y</a> </span>
<a target="_blank" rel="noopener" href="https://web.archive.org/web/20180602142529/http://www.inderscience.com/storage/f105674112398112.pdf" title="fulltext PDF download" data-goatcounter-click="serp-fulltext" data-goatcounter-title="serp-fulltext"> <button class="ui simple right pointing dropdown compact black labeled icon button serp-button"> <i class="icon ia-icon"></i> Web Archive [PDF] <div class="menu fulltext-thumbnail"> <img src="https://blobs.fatcat.wiki/thumbnail/pdf/a4/94/a4946aff962b5c29b49fe17f902c09c21a0fc6ab.180px.jpg" alt="fulltext thumbnail" loading="lazy"> </div> </button> </a> <a target="_blank" rel="external noopener noreferrer" href="https://doi.org/10.1504/ijtmcc.2015.072461"> <button class="ui left aligned compact blue labeled icon button serp-button"> <i class="external alternate icon"></i> Publisher / doi.org </button> </a>
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