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Volumn , Issue , 2009, Pages

Comparisons of randomization and K-degree anonymization schemes for privacy preserving social network publishing

Author keywords

Identity disclosure; Link disclosure; Privacy preserving data mining; Social network randomization

Indexed keywords

ANONYMIZATION; BACKGROUND KNOWLEDGE; EDGE-BASED; EMPIRICAL COMPARISON; PRIVACY PRESERVING; PRIVACY PRESERVING DATA MINING; SOCIAL NETWORKS; USER IDENTITY;

EID: 77951497108     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1731011.1731021     Document Type: Conference Paper
Times cited : (66)

References (31)
  • 4
    • 33645140685 scopus 로고    scopus 로고
    • Discovering hidden groups in communication networks
    • J. Baumes, M. K. Goldberg, M. Magdon-Ismail, and W. A. Wallace. Discovering hidden groups in communication networks. In ISI, pages 378-389, 2004.
    • (2004) ISI , pp. 378-389
    • Baumes, J.1    Goldberg, M.K.2    Magdon-Ismail, M.3    Wallace, W.A.4
  • 5
    • 33749574784 scopus 로고    scopus 로고
    • A framework for analysis of dynamic social networks
    • T. Y. Berger-Wolf and J. Saia. A framework for analysis of dynamic social networks. In KDD, pages 523-528, 2006.
    • (2006) KDD , pp. 523-528
    • Berger-Wolf, T.Y.1    Saia, J.2
  • 6
    • 67650683099 scopus 로고    scopus 로고
    • A clustering approach for data and structural anonymity in social networks
    • A. Campan and T. M. Truta. A clustering approach for data and structural anonymity in social networks. In PinKDD, 2008.
    • (2008) PinKDD
    • Campan, A.1    Truta, T.M.2
  • 8
    • 32344431515 scopus 로고    scopus 로고
    • Creating social networks to improve peer-to-peer networking
    • A. Fast, D. Jensen, and B. N. Levine. Creating social networks to improve peer-to-peer networking. In KDD, pages 568-573, 2005.
    • (2005) KDD , pp. 568-573
    • Fast, A.1    Jensen, D.2    Levine, B.N.3
  • 9
    • 0037062448 scopus 로고    scopus 로고
    • Community structure in social and biological networks
    • June
    • M. Girvan and M. E. Newman. Community structure in social and biological networks. Proc. Natl. Acad. Sci. USA, 99(12):7821-7826, June 2002.
    • (2002) Proc. Natl. Acad. Sci. USA , vol.99 , Issue.12 , pp. 7821-7826
    • Girvan, M.1    Newman, M.E.2
  • 11
    • 84859194833 scopus 로고    scopus 로고
    • Resisting structural re-identification in anonymized social networks
    • M. Hay, G. Miklau, D. Jensen, D. Towsely, and P. Weis. Resisting structural re-identification in anonymized social networks. In VLDB, 2008.
    • (2008) VLDB
    • Hay, M.1    Miklau, G.2    Jensen, D.3    Towsely, D.4    Weis, P.5
  • 13
    • 33747172362 scopus 로고    scopus 로고
    • Maximizing the spread of influence through a social network
    • D. Kempe, J. M. Kleinberg, and É. Tardos. Maximizing the spread of influence through a social network. In KDD, pages 137-146, 2003.
    • (2003) KDD , pp. 137-146
    • Kempe, D.1    Kleinberg, J.M.2    Tardos, É.3
  • 14
    • 36949018193 scopus 로고    scopus 로고
    • Challenges in mining social network data: Processes, privacy, and paradoxes
    • J. M. Kleinberg. Challenges in mining social network data: processes, privacy, and paradoxes. In KDD, pages 4-5, 2007.
    • (2007) KDD , pp. 4-5
    • Kleinberg, J.M.1
  • 15
    • 33749541709 scopus 로고    scopus 로고
    • Measuring and extracting proximity in networks
    • Y. Koren, S. C. North, and C. Volinsky. Measuring and extracting proximity in networks. In KDD, pages 245-255, 2006.
    • (2006) KDD , pp. 245-255
    • Koren, Y.1    North, S.C.2    Volinsky, C.3
  • 16
    • 77951453950 scopus 로고    scopus 로고
    • V. Krebs. http://www.orgnet.com/. 2006.
    • (2006)
    • Krebs, V.1
  • 17
    • 33749563834 scopus 로고    scopus 로고
    • Structure and evolution of online social networks
    • R. Kumar, J. Novak, and A. Tomkins. Structure and evolution of online social networks. In KDD, pages 611-617, 2006.
    • (2006) KDD , pp. 611-617
    • Kumar, R.1    Novak, J.2    Tomkins, A.3
  • 22
    • 36849029834 scopus 로고    scopus 로고
    • A spectral clustering approach to optimally combining numericalvectors with a modular network
    • M. Shiga, I. Takigawa, and H. Mamitsuka. A spectral clustering approach to optimally combining numericalvectors with a modular network. In KDD, pages 647-656, 2007.
    • (2007) KDD , pp. 647-656
    • Shiga, M.1    Takigawa, I.2    Mamitsuka, H.3
  • 23
    • 32344452531 scopus 로고    scopus 로고
    • Evaluating similarity measures: A large-scale study in the orkut social network
    • E. Spertus, M. Sahami, and O. Buyukkokten. Evaluating similarity measures: a large-scale study in the orkut social network. In KDD, pages 678-684, 2005.
    • (2005) KDD , pp. 678-684
    • Spertus, E.1    Sahami, M.2    Buyukkokten, O.3
  • 24
    • 36849058149 scopus 로고    scopus 로고
    • A framework for community identification in dynamic social networks
    • C. Tantipathananandh, T. Y. Berger-Wolf, and D. Kempe. A framework for community identification in dynamic social networks. In KDD, pages 717-726, 2007.
    • (2007) KDD , pp. 717-726
    • Tantipathananandh, C.1    Berger-Wolf, T.Y.2    Kempe, D.3
  • 25
    • 77952376110 scopus 로고    scopus 로고
    • Algorithms for estimating relative importance in networks
    • S. White and P. Smyth. Algorithms for estimating relative importance in networks. In KDD, pages 266-275, 2003.
    • (2003) KDD , pp. 266-275
    • White, S.1    Smyth, P.2
  • 28
    • 72749120035 scopus 로고    scopus 로고
    • On link privacy in randomizing social networks
    • X. Ying and X. Wu. On link privacy in randomizing social networks. In PAKDD, 2009.
    • (2009) PAKDD
    • Ying, X.1    Wu, X.2
  • 29
    • 41849118008 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, pages 153-171, 2007.
    • (2007) PinKDD , pp. 153-171
    • Zheleva, E.1    Getoor, L.2
  • 31
    • 70350632870 scopus 로고    scopus 로고
    • A brief survey on anonymization techniques for privacy preserving publishing of social network data
    • B. Zhou, J. Pei, and W.-S. Luk. A brief survey on anonymization techniques for privacy preserving publishing of social network data. SIGKDD Explorations, 10(2), 2009.
    • (2009) SIGKDD Explorations , vol.10 , Issue.2
    • Zhou, B.1    Pei, J.2    Luk, W.-S.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.