메뉴 건너뛰기




Volumn 5, Issue 11, 2012, Pages 1376-1387

Injecting uncertainty in graphs for identity obfuscation

Author keywords

[No Author keywords available]

Indexed keywords

PUBLISHING;

EID: 84873206350     PISSN: None     EISSN: 21508097     Source Type: Conference Proceeding    
DOI: 10.14778/2350229.2350254     Document Type: Article
Times cited : (105)

References (38)
  • 1
    • 52649110568 scopus 로고    scopus 로고
    • Never walk alone, Uncertainty for anonymity in moving objects Databases
    • O. Abul, F. Bonchi, and M. Nanni. Never walk alone: Uncertainty for anonymity in moving objects Databases. In ICDE, pages 376-385, 2008.
    • (2008) In ICDE , pp. 376-385
    • Abul, O.1    Bonchi, F.2    Nanni, M.3
  • 2
    • 35348848696 scopus 로고    scopus 로고
    • Wherefore art thou r3579x, anonymized social networks, hidden patterns, and structural steganography
    • L. Backstrom, C. Dwork, and J. M. Kleinberg. Wherefore art thou r3579x: anonymized social networks, hidden patterns, and structural steganography. In WWW, pages 181-190, 2007.
    • (2007) In WWW , pp. 181-190
    • Backstrom, L.1    Dwork, C.2    Kleinberg, J.M.3
  • 3
    • 80054072531 scopus 로고    scopus 로고
    • HyperANF, Approximating the neighbourhood function of very large graphs on a budget
    • P. Boldi, M. Rosa, and S. Vigna. HyperANF: Approximating the neighbourhood function of very large graphs on a budget. In WWW, pages 625-634, 2011.
    • (2011) In WWW , pp. 625-634
    • Boldi, P.1    Rosa, M.2    Vigna, S.3
  • 4
    • 79957862437 scopus 로고    scopus 로고
    • Identity obfuscation in graphs through the information theoretic lens
    • F. Bonchi, A. Gionis, and T. Tassa. Identity obfuscation in graphs through the information theoretic lens. In ICDE, pages 924-935, 2011.
    • (2011) In ICDE , pp. 924-935
    • Bonchi, F.1    Gionis, A.2    Tassa, T.3
  • 5
    • 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, pages 33-54, 2008.
    • (2008) In PinKDD , pp. 33-54
    • Campan, A.1    Truta, T.2
  • 6
    • 0031353179 scopus 로고    scopus 로고
    • Size-estimation framework with applications to transitive closure and reachability
    • E. Cohen. Size-estimation framework with applications to transitive closure and reachability. Journal of Computer and System Sciences, 55(3):441-453, 1997.
    • (1997) Journal of Computer and System Sciences , vol.55 , Issue.3 , pp. 441-453
    • Cohen, E.1
  • 7
    • 84865069350 scopus 로고    scopus 로고
    • Class-based graph anonymization for social network data
    • G. Cormode, D. Srivastava, S. Bhagat, and B. Krishnamurthy. Class-based graph anonymization for social network data. PVLDB, 2(1):766-777, 2009.
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 766-777
    • Cormode, G.1    Srivastava, D.2    Bhagat, S.3    Krishnamurthy, B.4
  • 8
    • 72749109110 scopus 로고    scopus 로고
    • Anonymizing bipartite graph data using safe groupings
    • G. Cormode, D. Srivastava, T. Yu, and Q. Zhang. Anonymizing bipartite graph data using safe groupings. PVLDB, 1(1):833-844, 2008.
    • (2008) PVLDB , vol.1 , Issue.1 , pp. 833-844
    • Cormode, G.1    Srivastava, D.2    Yu, T.3    Zhang, Q.4
  • 9
    • 79953816854 scopus 로고    scopus 로고
    • A comparison of three algorithms for approximating the distance distribution in real-world graphs
    • P. Crescenzi, R. Grossi, L. Lanzi, and A. Marino. A comparison of three algorithms for approximating the distance distribution in real-world graphs. In TAPAS, pages 92-103, 2011.
    • (2011) In TAPAS , pp. 92-103
    • Crescenzi, P.1    Grossi, R.2    Lanzi, L.3    Marino, A.4
  • 10
    • 78650524241 scopus 로고    scopus 로고
    • Resisting structural re-identification in anonymized social networks
    • M. Hay, G. Miklau, D. Jensen, D. F. Towsley, and C. Li. Resisting structural re-identification in anonymized social networks. VLDB Journal, 19(6):797-823, 2010.
    • (2010) VLDB Journal , vol.19 , Issue.6 , pp. 797-823
    • Hay, M.1    Miklau, G.2    Jensen, D.3    Towsley, D.F.4    Li, C.5
  • 11
    • 84859194833 scopus 로고    scopus 로고
    • Resisting structural re-identification in anonymized social networks
    • M. Hay, G. Miklau, D. Jensen, D. F. Towsley, and P. Weis. Resisting structural re-identification in anonymized social networks. In PVLDB, 1(1):102-114, 2008.
    • (2008) In PVLDB , vol.1 , Issue.1 , pp. 102-114
    • Hay, M.1    Miklau, G.2    Jensen, D.3    Towsley, D.F.4    Weis, P.5
  • 13
    • 84947403595 scopus 로고
    • Probability inequalities for sums of bounded random variables
    • W. Hoeffding. Probability inequalities for sums of bounded random variables. Journal of the American Statistical Association, 58(301):13-30, 1963.
    • (1963) Journal of the American Statistical Association , vol.58 , Issue.301 , pp. 13-30
    • Hoeffding, W.1
  • 14
    • 80052650977 scopus 로고    scopus 로고
    • Discovering highly reliable subgraphs in uncertain graphs
    • R. Jin, L. Liu, and C. C. Aggarwal. Discovering highly reliable subgraphs in uncertain graphs. In KDD, pages 992-1000, 2011.
    • (2011) In KDD , pp. 992-1000
    • Jin, R.1    Liu, L.2    Aggarwal, C.C.3
  • 15
    • 80052652443 scopus 로고    scopus 로고
    • Distance-constraint reachability computation in uncertain graphs
    • R. Jin, L. Liu, B. Ding, and H. Wang. Distance-constraint reachability computation in uncertain graphs. PVLDB, 4(9):551-562, 2011.
    • (2011) PVLDB , vol.4 , Issue.9 , pp. 551-562
    • Jin, R.1    Liu, L.2    Ding, B.3    Wang, H.4
  • 19
    • 57149126815 scopus 로고    scopus 로고
    • Towards identity anonymization on graphs
    • K. Liu and E. Terzi. Towards identity anonymization on graphs. In SIGMOD Conference, pages 93-106, 2008.
    • (2008) In SIGMOD Conference , pp. 93-106
    • Liu, K.1    Terzi, E.2
  • 20
    • 0034299710 scopus 로고    scopus 로고
    • Harmony in the small-world
    • M. Marchiori and V. Latora. Harmony in the small-world. Physica A, 285:539-546, 2000.
    • (2000) Physica A , vol.285 , pp. 539-546
    • Marchiori, M.1    Latora, V.2
  • 21
    • 84863182736 scopus 로고    scopus 로고
    • Privacy risk in graph stream publishing for social network data
    • N. Medforth and K. Wang. Privacy risk in graph stream publishing for social network data. In ICDM, pages 437-446, 2011.
    • (2011) In ICDM , pp. 437-446
    • Medforth, N.1    Wang, K.2
  • 23
    • 0242625288 scopus 로고    scopus 로고
    • Anf, a fast and scalable tool for data mining in massive graphs
    • C. R. Palmer, P. B. Gibbons, and C. Faloutsos. Anf: a fast and scalable tool for data mining in massive graphs. In KDD, pages 81-90, 2002.
    • (2002) In KDD , pp. 81-90
    • Palmer, C.R.1    Gibbons, P.B.2    Faloutsos, C.3
  • 24
    • 79952560845 scopus 로고    scopus 로고
    • k-Nearest neighbors in uncertain graphs
    • M. Potamias, F. Bonchi, A. Gionis, and G. Kollios. k-Nearest neighbors in uncertain graphs. PVLDB, 3(1):997-1008, 2010.
    • (2010) PVLDB , vol.3 , Issue.1 , pp. 997-1008
    • Potamias, M.1    Bonchi, F.2    Gionis, A.3    Kollios, G.4
  • 25
    • 0031632776 scopus 로고    scopus 로고
    • Generalizing data to provide anonymity when disclosing information (abstract)
    • P. Samarati and L. Sweeney. Generalizing data to provide anonymity when disclosing information (abstract). In PODS, page 188, 1998.
    • (1998) In PODS , pp. 188
    • Samarati, P.1    Sweeney, L.2
  • 27
    • 0001390587 scopus 로고
    • The degree variance, An index of graph heterogeneity
    • T. Snijders. The degree variance: An index of graph heterogeneity. Social Networks, 3(3):163-174, 1981.
    • (1981) Social Networks , vol.3 , Issue.3 , pp. 163-174
    • Snijders, T.1
  • 30
    • 70350402281 scopus 로고    scopus 로고
    • The union-split algorithm and cluster-based anonymization of social networks
    • B. Thompson and D. Yao. The union-split algorithm and cluster-based anonymization of social networks. In ASIACCS, pages 218-227, 2009.
    • (2009) In ASIACCS , pp. 218-227
    • Thompson, B.1    Yao, D.2
  • 31
    • 77952279599 scopus 로고    scopus 로고
    • k-Symmetry model for identity anonymization in social networks
    • W. Wu, Y. Xiao, W. Wang, Z. He, and Z. Wang. k-Symmetry model for identity anonymization in social networks. In EDBT, pages 111-122, 2010.
    • (2010) In EDBT , pp. 111-122
    • Wu, W.1    Xiao, Y.2    Wang, W.3    He, Z.4    Wang, Z.5
  • 32
    • 77951497108 scopus 로고    scopus 로고
    • Comparisons of randomization and k-degree anonymization schemes for privacy preserving social network publishing
    • X. Ying, K. Pan, X. Wu, and L. Guo. Comparisons of randomization and k-degree anonymization schemes for privacy preserving social network publishing. In SNA-KDD, pages 1-10, 2009.
    • (2009) In SNA-KDD , pp. 1-10
    • Ying, X.1    Pan, K.2    Wu, X.3    Guo, L.4
  • 33
    • 41849118008 scopus 로고    scopus 로고
    • Preserving the privacy of sensitive relationship in graph data
    • E. Zheleva and L. Getoor. Preserving the privacy of sensitive relationship in graph data. In PinKDD, pages 153-171, 2007.
    • (2007) In PinKDD , pp. 153-171
    • Zheleva, E.1    Getoor, L.2
  • 34
    • 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, pages 506-515, 2008.
    • (2008) In ICDE , pp. 506-515
    • Zhou, B.1    Pei, J.2
  • 35
    • 84865065669 scopus 로고    scopus 로고
    • K-automorphism, A general framework for privacy preserving network publication
    • L. Zou, L. Chen, and M. T. Özsu. K-automorphism: A general framework for privacy preserving network publication. PVLDB, 2(1):946-957, 2009.
    • (2009) PVLDB , vol.2 , Issue.1 , pp. 946-957
    • Zou, L.1    Chen, L.2    Özsu, M.T.3
  • 36
    • 77956193984 scopus 로고    scopus 로고
    • Discovering frequent subgraphs over uncertain graph databases under probabilistic semantics
    • Z. Zou, H. Gao, and J. Li. Discovering frequent subgraphs over uncertain graph databases under probabilistic semantics. In KDD, pages 633-642, 2010.
    • (2010) In KDD , pp. 633-642
    • Zou, Z.1    Gao, H.2    Li, J.3
  • 37
    • 77952764293 scopus 로고    scopus 로고
    • Finding top-k maximal cliques in an uncertain graph
    • Z. Zou, J. Li, H. Gao, and S. Zhang. Finding top-k maximal cliques in an uncertain graph. In ICDE, pages 649-652, 2010.
    • (2010) In ICDE , pp. 649-652
    • Zou, Z.1    Li, J.2    Gao, H.3    Zhang, S.4


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.