How to Hide One’s Relationships from Link Prediction Algorithms
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Kai Zhou | Talal Rahwan | Tomasz P. Michalak | Esteban Moro | Marcin Waniek | Yevgeniy Vorobeychik | E. Moro | Talal Rahwan | Marcin Waniek | Kai Zhou | Yevgeniy Vorobeychik
[1] Ke Wang,et al. Neighborhood randomization for link privacy in social network analysis , 2013, World Wide Web.
[2] Aleksandra B. Slavkovic,et al. Sharing social network data: differentially private estimation of exponential family random‐graph models , 2015, ArXiv.
[3] Mohammad Al Hasan,et al. A Survey of Link Prediction in Social Networks , 2011, Social Network Data Analytics.
[4] M. Newman. Clustering and preferential attachment in growing networks. , 2001, Physical review. E, Statistical, nonlinear, and soft matter physics.
[5] Latanya Sweeney,et al. Achieving k-Anonymity Privacy Protection Using Generalization and Suppression , 2002, Int. J. Uncertain. Fuzziness Knowl. Based Syst..
[6] T. Sørensen,et al. A method of establishing group of equal amplitude in plant sociobiology based on similarity of species content and its application to analyses of the vegetation on Danish commons , 1948 .
[7] Lisa Singh,et al. Can Friends Be Trusted? Exploring Privacy in Online Social Networks , 2009, 2009 International Conference on Advances in Social Network Analysis and Mining.
[8] Tom Fawcett,et al. An introduction to ROC analysis , 2006, Pattern Recognit. Lett..
[9] Xiaowei Ying,et al. Randomizing Social Networks: a Spectrum Preserving Approach , 2008, SDM.
[10] P. Jaccard,et al. Etude comparative de la distribution florale dans une portion des Alpes et des Jura , 1901 .
[11] Jian Pei,et al. The k-anonymity and l-diversity approaches for privacy preservation in social networks against neighborhood attacks , 2011, Knowledge and Information Systems.
[12] Fernando Berzal Galiano,et al. A Survey of Link Prediction in Complex Networks , 2016, ACM Comput. Surv..
[13] Lior Rokach,et al. Links Reconstruction Attack , 2013 .
[14] Jon M. Kleinberg,et al. The link-prediction problem for social networks , 2007, J. Assoc. Inf. Sci. Technol..
[15] Alina Campan,et al. Data and Structural k-Anonymity in Social Networks , 2009, PinKDD.
[16] Jian Pei,et al. Privacy-aware data management in information networks , 2011, SIGMOD '11.
[17] Sven F. Crone,et al. Predicting Customer Online Shopping Adoption - an Evaluation of Data Mining and Market Modelling Approaches , 2005, DMIN.
[18] Lise Getoor,et al. Preserving the Privacy of Sensitive Relationships in Graph Data , 2007, PinKDD.
[19] Linyuan Lü,et al. Predicting missing links via local information , 2009, 0901.0553.
[20] K. Liu,et al. Towards identity anonymization on graphs , 2008, SIGMOD Conference.
[21] Mohammad Al Hasan,et al. Link prediction using supervised learning , 2006 .
[22] Martin Ester,et al. Co-offending Network Mining , 2011, Counterterrorism and Open Source Intelligence.
[23] Jian Pei,et al. A brief survey on anonymization techniques for privacy preserving publishing of social network data , 2008, SKDD.
[24] M. Newman,et al. Vertex similarity in networks. , 2005, Physical review. E, Statistical, nonlinear, and soft matter physics.
[25] Lei Chen,et al. A Survey of Privacy-Preservation of Graphs and Social Networks , 2010, Managing and Mining Graph Data.
[26] Krishna P. Gummadi,et al. You are who you know: inferring user profiles in online social networks , 2010, WSDM '10.
[27] Philip S. Yu,et al. Limiting link disclosure in social network analysis through subgraph-wise perturbation , 2012, EDBT '12.
[28] Timothy Ravasi,et al. From link-prediction in brain connectomes and protein interactomes to the local-community-paradigm in complex networks , 2013, Scientific Reports.
[29] A. Barabasi,et al. Hierarchical Organization of Modularity in Metabolic Networks , 2002, Science.
[30] Michalis Vazirgiannis,et al. Community-preserving anonymization of graphs , 2018, Knowledge and Information Systems.
[31] David Page,et al. Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals , 2013, ECML/PKDD.
[32] Michael McGill,et al. Introduction to Modern Information Retrieval , 1983 .
[33] Jon Kleinberg,et al. The link prediction problem for social networks , 2003, CIKM '03.
[34] Futian Wang,et al. Measuring the robustness of link prediction algorithms under noisy environment , 2016, Scientific Reports.
[35] Siddharth Srivastava,et al. Anonymizing Social Networks , 2007 .
[36] Uwe Glässer,et al. Locating Central Actors in Co-offending Networks , 2011, 2011 International Conference on Advances in Social Networks Analysis and Mining.
[37] David Liben-Nowell,et al. The link-prediction problem for social networks , 2007 .
[38] Manuel Cebrián,et al. Limited communication capacity unveils strategies for human interaction , 2013, Scientific Reports.
[39] David Page,et al. Area under the Precision-Recall Curve: Point Estimates and Confidence Intervals , 2013, ECML/PKDD.
[40] Lise Getoor,et al. Privacy in Social Networks: A Survey , 2011, Social Network Data Analytics.
[41] Ashwin Machanavajjhala,et al. Utility Cost of Formal Privacy for Releasing National Employer-Employee Statistics , 2017, SIGMOD Conference.
[42] Ming Gu,et al. A Brief Survey on De-anonymization Attacks in Online Social Networks , 2010, 2010 International Conference on Computational Aspects of Social Networks.
[43] Ashish Kumar,et al. Improving Attribute Inference Attack Using Link Prediction in Online Social Networks , 2016 .
[44] Tom A. B. Snijders,et al. Social Network Analysis , 2011, International Encyclopedia of Statistical Science.
[45] Alex Pentland,et al. Stealing Reality: When Criminals Become Data Scientists (or Vice Versa) , 2011, IEEE Intelligent Systems.
[46] John Scott,et al. Social Network Analysis, Overview of , 2009, Encyclopedia of Complexity and Systems Science.
[47] Michael Gertz,et al. Mining email social networks , 2006, MSR '06.
[48] Linyuan Lu,et al. Link Prediction in Complex Networks: A Survey , 2010, ArXiv.
[49] Lior Rokach,et al. Chapter 1 Links Reconstruction Attack Using Link Prediction Algorithms to Compromise Social Networks Privacy , 2013 .
[50] Vitaly Shmatikov,et al. De-anonymizing Social Networks , 2009, 2009 30th IEEE Symposium on Security and Privacy.
[51] Xiaowei Ying,et al. On link privacy in randomizing social networks , 2010, Knowledge and Information Systems.
[52] Lada A. Adamic,et al. Friends and neighbors on the Web , 2003, Soc. Networks.
[53] Lise Getoor,et al. To join or not to join: the illusion of privacy in social networks with mixed public and private user profiles , 2009, WWW '09.