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Volumn , Issue , 2009, Pages 173-187

De-anonymizing social networks

Author keywords

[No Author keywords available]

Indexed keywords

ANONYMIZATION; APPLICATION DEVELOPERS; AUXILIARY INFORMATION; ERROR RATE; IDENTIFICATION ALGORITHMS; NETWORK TOPOLOGY; ONLINE SOCIAL NETWORKS; PHOTO-SHARING SITES; REAL-WORLD NETWORKS; SENSITIVE INFORMATIONS; SOCIAL NETWORKS;

EID: 70449632682     PISSN: 10816011     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/SP.2009.22     Document Type: Conference Paper
Times cited : (1085)

References (80)
  • 1
    • 70449682256 scopus 로고    scopus 로고
    • Add Health. Deductive disclosure. http://www.cpc.unc.edu/projects/ addhealth/data/dedisclosure, 2008.
    • (2008) Deductive Disclosure
  • 3
    • 65449152304 scopus 로고    scopus 로고
    • Influence and correlation in social networks
    • A. Anagnostopoulos, R. Kumar, and M. Mahdian. Influence and correlation in social networks. In KDD, 2008.
    • (2008) KDD
    • Anagnostopoulos, A.1    Kumar, R.2    Mahdian, M.3
  • 6
    • 70449647557 scopus 로고    scopus 로고
    • Don't post the evidence unless it supports your case
    • M. Arrington. Don't post the evidence unless it supports your case. Techcrunch. http://tinyurl.com/6otok7, 2008.
    • (2008) Techcrunch
    • Arrington, M.1
  • 7
    • 35348848696 scopus 로고    scopus 로고
    • Wherefore art thou R3579X? Anonymized social networks, hidden patterns, and structural steganography
    • L. Backstrom, C. Dwork, and J. Kleinberg. Wherefore art thou R3579X? Anonymized social networks, hidden patterns, and structural steganography. In WWW, 2007.
    • (2007) WWW
    • Backstrom, L.1    Dwork, C.2    Kleinberg, J.3
  • 9
    • 0038483826 scopus 로고    scopus 로고
    • Emergence of scaling in random networks
    • A-L. Barabási and R. Albert. Emergence of scaling in random networks. Science, 286:509-512, 1999.
    • (1999) Science , vol.286 , pp. 509-512
    • Barabási, A.-L.1    Albert, R.2
  • 10
    • 7044264926 scopus 로고    scopus 로고
    • Chains of affection: The structure of adolescent romantic and sexual networks
    • P. Bearman, J. Moody, and K. Stovel. Chains of affection: The structure of adolescent romantic and sexual networks. American Journal of Sociology, 110(1):44-91, 2004.
    • (2004) American Journal of Sociology , vol.110 , Issue.1 , pp. 44-91
    • Bearman, P.1    Moody, J.2    Stovel, K.3
  • 11
    • 84936824655 scopus 로고
    • Power and centrality: A family of measures
    • P. Bonacich. Power and centrality: A family of measures. American Journal of Sociology, 92(5):1170-1182, 1987.
    • (1987) American Journal of Sociology , vol.92 , Issue.5 , pp. 1170-1182
    • Bonacich, P.1
  • 12
    • 67650683099 scopus 로고    scopus 로고
    • A clustering approach for data and structural anonymity in social networks
    • A. Campan and T. Truta. A clustering approach for data and structural anonymity in social networks. In PinKDD, 2008.
    • (2008) PinKDD
    • Campan, A.1    Truta, T.2
  • 13
    • 70449684510 scopus 로고    scopus 로고
    • [Note: A privacy outcry erupted over a search engine for (public) IRC channels.]
    • R. Carthy. Will IRSeeK have a chilling effect on IRC chat? http://www.techcrunch.com/2007/11/30/will-irseek-have-a-chilling-effect-on-irc- chat/, 2007. [Note: A privacy outcry erupted over a search engine for (public) IRC channels.].
    • (2007) Will IRSeeK have a Chilling Effect on IRC Chat?
    • Carthy, R.1
  • 14
    • 70449680653 scopus 로고    scopus 로고
    • (Under)mining privacy in social networks
    • M. Chew, D. Balfanz, and B. Laurie. (Under)mining privacy in social networks. In W2SP, 2008.
    • (2008) W2SP
    • Chew, M.1    Balfanz, D.2    Laurie, B.3
  • 15
    • 70449656489 scopus 로고    scopus 로고
    • Web privacy on the radar in congress
    • Aug 10
    • S. Clifford. Web privacy on the radar in Congress. New York Times. http://tinyurl.com/6l2tcw, Aug 10 2008.
    • (2008) New York Times
    • Clifford, S.1
  • 16
    • 65449185511 scopus 로고    scopus 로고
    • Feedback effects between similarity and social influence in online communities
    • D. Crandall, D. Cosley, D. Huttenlocher, J. Kleinberg, and S. Suri. Feedback effects between similarity and social influence in online communities. In KDD, 2008.
    • (2008) KDD
    • Crandall, D.1    Cosley, D.2    Huttenlocher, D.3    Kleinberg, J.4    Suri, S.5
  • 19
    • 0027097294 scopus 로고
    • Neocortex size as a constraint on group size in primates
    • R.I.M. Dunbar. Neocortex size as a constraint on group size in primates. Journal of Human Evolution, 22:469-493, 1992.
    • (1992) Journal of Human Evolution , vol.22 , pp. 469-493
    • Dunbar, R.I.M.1
  • 22
    • 77949312976 scopus 로고
    • Directive 95/46/EC
    • European Parliament. Directive 95/46/EC. http://eur-lex.europa.eu/ LexUriServ/LexUriServ.do?uri=CELEX:31995L0046:EN:HTML, 1995.
    • (1995) European Parliament
  • 23
    • 70449649103 scopus 로고    scopus 로고
    • Facebook. Facebook's privacy policy. http://www.new.facebook.com/policy. php, 2007.
    • (2007) Facebook's Privacy Policy
  • 24
    • 70449682255 scopus 로고    scopus 로고
    • Privacy protection for social networking APIs
    • A. Felt and D. Evans. Privacy protection for social networking APIs. In W2SP, 2008.
    • (2008) W2SP
    • Felt, A.1    Evans, D.2
  • 27
    • 50249107187 scopus 로고    scopus 로고
    • Private social network analysis: How to assemble pieces of a graph privately
    • K. Frikken and P. Golle. Private social network analysis: How to assemble pieces of a graph privately. In WPES, 2006.
    • (2006) WPES
    • Frikken, K.1    Golle, P.2
  • 29
    • 84936824352 scopus 로고
    • Economic action and social structure: The problem of embeddedness
    • M. Granovetter. Economic action and social structure: The problem of embeddedness. American Journal of Sociology, 91:481-510, 1985.
    • (1985) American Journal of Sociology , vol.91 , pp. 481-510
    • Granovetter, M.1
  • 30
    • 33749016498 scopus 로고    scopus 로고
    • Information revelation and privacy in online social networks
    • R. Gross, A. Acquisti, and H. Heinz. Information revelation and privacy in online social networks. In WPES, 2005.
    • (2005) WPES
    • Gross, R.1    Acquisti, A.2    Heinz, H.3
  • 31
    • 70249088359 scopus 로고    scopus 로고
    • NOYB: Privacy in online social networks
    • S. Guha, K. Tang, and P. Francis. NOYB: Privacy in online social networks. In WOSN, 2008.
    • (2008) WOSN
    • Guha, S.1    Tang, K.2    Francis, P.3
  • 35
    • 33748437531 scopus 로고    scopus 로고
    • Connecting the dots: Can the tools of graph theory and social-network studies unravel the next big plot?
    • B. Hayes. Connecting the dots: Can the tools of graph theory and social-network studies unravel the next big plot? American Scientist, 94(5):400-404, 2006.
    • (2006) American Scientist , vol.94 , Issue.5 , pp. 400-404
    • Hayes, B.1
  • 36
    • 65449168047 scopus 로고    scopus 로고
    • Bridging centrality: Graph mining from element level to group level
    • W. Hwang, T. Kim, M. Ramanathan, and A. Zhang. Bridging centrality: Graph mining from element level to group level. In KDD, 2008.
    • (2008) KDD
    • Hwang, W.1    Kim, T.2    Ramanathan, M.3    Zhang, A.4
  • 38
    • 70449682254 scopus 로고    scopus 로고
    • Privacy-preserving social network analysis for criminal investigations
    • F. Kerschbaum and A. Schaad. Privacy-preserving social network analysis for criminal investigations. In WPES, 2008.
    • (2008) WPES
    • Kerschbaum, F.1    Schaad, A.2
  • 40
    • 65449153304 scopus 로고    scopus 로고
    • The structure of information pathways in a social communication network
    • G. Kossinets, J. Kleinberg, and D. Watts. The structure of information pathways in a social communication network. In KDD, 2008.
    • (2008) KDD
    • Kossinets, G.1    Kleinberg, J.2    Watts, D.3
  • 43
    • 52049120331 scopus 로고    scopus 로고
    • Tastes ties, and time: A new social network dataset using Facebook.com
    • [Note: six research assistants were paid to download friends-only information from Facebook]
    • K. Lewis, J. Kaufman, M. Gonzales, A. Wimmer, and N. Christakis. Tastes, ties, and time: a new social network dataset using Facebook.com. Social Networks, 30:330-342, 2008. [Note: six research assistants were paid to download friends-only information from Facebook].
    • (2008) Social Networks , vol.30 , pp. 330-342
    • Lewis, K.1    Kaufman, J.2    Gonzales, M.3    Wimmer, A.4    Christakis, N.5
  • 44
    • 18744398132 scopus 로고    scopus 로고
    • The link prediction problem for social networks
    • D. Liben-Nowell and J. Kleinberg. The link prediction problem for social networks. In CIKM, 2003.
    • (2003) CIKM
    • Liben-Nowell, D.1    Kleinberg, J.2
  • 45
    • 57149126815 scopus 로고    scopus 로고
    • Towards identity anonymization on graphs
    • K. Liu and E. Terzi. Towards identity anonymization on graphs. In SIGMOD, 2008.
    • (2008) SIGMOD
    • Liu, K.1    Terzi, E.2
  • 46
    • 70449667273 scopus 로고    scopus 로고
    • FlyByNight: Mitigating the privacy risks of social networking
    • M. Lucas and N. Borisov. flyByNight: Mitigating the privacy risks of social networking. In WPES, 2008.
    • (2008) WPES
    • Lucas, M.1    Borisov, N.2
  • 47
    • 65449119267 scopus 로고    scopus 로고
    • Weighted graphs and disconnected components: Patterns and a generator
    • M. McGlohon, L. Akoglu, and C. Faloutsos. Weighted graphs and disconnected components: Patterns and a generator. In KDD, 2008.
    • (2008) KDD
    • McGlohon, M.1    Akoglu, L.2    Faloutsos, C.3
  • 49
    • 84866659190 scopus 로고    scopus 로고
    • Microformats. http://microformats.org, 2008.
    • (2008) Microformats
  • 54
    • 50249142450 scopus 로고    scopus 로고
    • Robust de-anonymization of large sparse datasets
    • A. Narayanan and V. Shmatikov. Robust de-anonymization of large sparse datasets. In S&P, 2008.
    • (2008) S&P
    • Narayanan, A.1    Shmatikov, V.2
  • 57
    • 70449690504 scopus 로고    scopus 로고
    • OpenID. http://openid.net, 2008.
    • (2008) OpenID
  • 62
    • 0242456823 scopus 로고    scopus 로고
    • Mining knowledge-sharing sites for viral marketing
    • M. Richardson and P. Domingos. Mining knowledge-sharing sites for viral marketing. In KDD, 2002.
    • (2002) KDD
    • Richardson, M.1    Domingos, P.2
  • 66
    • 0004282255 scopus 로고
    • Duncker & Humblot, [Note: Simmel proposed a new and quantitative approach to sociology, one that would fall under Social Network Analysis in modern terms.]
    • Georg Simmel. Soziologie. Duncker & Humblot, 1908. [Note: Simmel proposed a new and quantitative approach to sociology, one that would fall under Social Network Analysis in modern terms.].
    • (1908) Soziologie
    • Simmel, G.1
  • 68
    • 51849138720 scopus 로고    scopus 로고
    • Autotagging facebook: Social network context improves photo annotation
    • Z. Stone, T. Zickler, and T. Darrell. Autotagging Facebook: Social network context improves photo annotation. In Workshop on Internet Vision, 2008.
    • (2008) Workshop on Internet Vision
    • Stone, Z.1    Zickler, T.2    Darrell, T.3
  • 70
    • 70249086969 scopus 로고    scopus 로고
    • Can social networks improve e-commerce: A study on social marketplaces
    • G. Swamynathan, C. Wilson, B. Boe, B. Zhao, and K. Almeroth. Can social networks improve e-commerce: a study on social marketplaces. In WOSN, 2008.
    • (2008) WOSN
    • Swamynathan, G.1    Wilson, C.2    Boe, B.3    Zhao, B.4    Almeroth, K.5
  • 73
    • 0001504032 scopus 로고
    • An experimental study of the small world problem
    • J. Travers and S. Milgram. An experimental study of the small world problem. Sociometry, 32(4):425-443, 1969.
    • (1969) Sociometry , vol.32 , Issue.4 , pp. 425-443
    • Travers, J.1    Milgram, S.2
  • 75
    • 0033432394 scopus 로고    scopus 로고
    • NicheWorks - Interactive visualization of very large graphs
    • G. Wills. NicheWorks - interactive visualization of very large graphs. Journal of Computational and Graphical Statistics, 8(2):190-212, 1999.
    • (1999) Journal of Computational and Graphical Statistics , vol.8 , Issue.2 , pp. 190-212
    • Wills, G.1
  • 78
    • 45749116664 scopus 로고    scopus 로고
    • SybilLimit: A near-optimal social network defense against sybil attacks
    • H. Yu, P. Gibbons, M. Kaminsky, and F. Xiao. SybilLimit: A near-optimal social network defense against sybil attacks. In S&P, 2008.
    • (2008) S&P
    • Yu, H.1    Gibbons, P.2    Kaminsky, M.3    Xiao, F.4
  • 79
    • 67650219221 scopus 로고    scopus 로고
    • Preserving the privacy of sensitive relationships in graph data
    • E. Zheleva and L. Getoor. Preserving the privacy of sensitive relationships in graph data. In PinKDD, 2007.
    • (2007) PinKDD
    • Zheleva, E.1    Getoor, L.2
  • 80
    • 52649120205 scopus 로고    scopus 로고
    • Preserving privacy in social networks against neighborhood attacks
    • B. Zhou and J. Pei. Preserving privacy in social networks against neighborhood attacks. In ICDE, 2008.
    • (2008) ICDE
    • Zhou, B.1    Pei, J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.