Caracterização e re-identificação de papéis em Redes de Conexão

1 2 3 4 5 6 7 8 9 10 Max1 0 2 2 3 2 2 3 3 2 3 132 2 0 2 3 2 2 3 3 2 3 143 2 2 0 3 2 2 3 3 2 3 144 3 3 3 0 3 3 2 2 3 2 125 2 2 2 3 0 2 3 3 2 3 136 2 2 2 3 2 0 3 3 2 3 137 3 3 3 2 3 3 0 2 3 2 128 3 3 3 2 3 3 2 0 3 2 149 2 2 2 3 2 2 3 3 0 3 1310 3 3 3 2 3 3 2 2 3 0 12Tabela 2. Distância entre os 10 vértices de maior grauAnônimas.ReferênciasAlbert, R. and Barabási, A.-L. (2002). Statistical mechanics of complex networks. Rev.Mod. Phys., 74(1):47–97.Baeza-Yates, R. and Ribeiro-Neto, B. (1999). Modern Information Retrieval. AddisonWesley.Colby Walsworth, Emile Aben, k. c. D. A. (2009). The caida anonymized 2009 internettraces - ¡dates used¿.Cormen, T. H., Leiserson, C. E., Rivest, R. L., and Stein, C. (2001). Introduction toAlgorithms, Second Edition. McGraw-Hill Science/Engineering/Math.Hay, M., Miklau, G., Jensen, D., Towsley, D. F., and Weis, P. (2008). Resisting structuralre-identification in anonymized social networks. VLDB, 1(1):102–114.Hay, M. and Srivastava, S. (2006). Privacy and anonymity in graph data.Iliofotou, M., Pappu, P., Faloutsos, M., Mitzenmacher, M., Singh, S., and Varghese, G.(2007). Network monitoring using traffic dispersion graphs (tdgs). In Proceedingsof the 7th ACM SIGCOMM Internet Measurement Conference, pages 315–320, NewYork, NY, USA. ACM.Kitsak, M., Gallos, L. K., Havlin, S., Liljeros, F., Muchnik, L., Stanley, H. E., andMakse, H. A. (2010). Identifying influential spreaders in complex networks. citearxiv:1001.5285 Comment: 31 pages, 12 figures.Mahadevan, P., Krioukov, D., Dimitropoulos, X., Huffaker, B., Fomenkov, M., kc claffy,and Vahdat, A. The internet as-level topology: Three data sources and one definitivemetric.Meiss, M., Menczer, F., and Vespignani, A. (2005). On the lack of typical behavior inthe global web traffic network. In WWW ’05: Proceedings of the 14th internationalconference on World Wide Web, pages 510–518, New York, NY, USA. ACM.Narayanan, A. and Shmatikov, V. (2009). De-anonymizing social networks. Security andPrivacy, IEEE Symposium on, 0:173–187.Pang, R., Allman, M., Paxson, V., and Lee, J. (2006). The devil and packet trace anonymization.SIGCOMM Comput. Commun. Rev., 36(1):29–38.1942