Anonymizing set-valued social data

Proceedings - 2010 IEEE/ACM International Conference on Green Computing and Communications, GreenCom 2010, 2010 IEEE/ACM International Conference on Cyber, Physical and Social Computing, CPSCom 2010

Volumn , Issue , 2010, Pages 809-812

  Wang, Shyue Liang ^a   Tsai, Yu Chuan ^a   Kao, Hung Yu ^a   Hong, Tzung Pei ^b  

^a NATIONAL UNIVERSITY OF KAOHSIUNG   (Taiwan)

^b NATIONAL CHENG KUNG UNIVERSITY   (Taiwan)

Author keywords

k anonymity; Privacy preserving; Set valued data; Suppressioning

Indexed keywords

ANONYMIZATION; CURRENT PRACTICES; DATA SETS; K-ANONYMITY; K-ANONYMIZATION; NETWORK NODE; NUMERICAL EXPERIMENTS; PERSONAL INFORMATION; PERSONAL PRIVACY; PRIVACY PRESERVING; SET-VALUED DATA; SOCIAL NETWORKS; SOCIAL SECURITY NUMBERS; SUPPRESSIONING;

ALGORITHMS; INFORMATION DISSEMINATION;

DATA PRIVACY;

EID: 79953087401     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/GreenCom-CPSCom.2010.33     Document Type: Conference Paper

References (13)

1. L. Backstrom, D. P. Huttenlocher, J. M. Kleinberg, and X. Lan. Group formation in large social networks: membership, growth, and evolution. In KDD, pages 44-54, 2006.
2. M. Barbaro and T. Z. Jr. A face is exposed for AOL searcher no. 4417749. New York Times, Aug 2006.
3. J. Cheng, A. Fu, and J. Liu, K-isomorphism: privacy preserving network publication against structural attacks, In SIGMOD conference, 459-470, 2010.
4. M. Hay, G. Miklau, D. Jensen, D. F. Towsley, and P. Weis. Resisting structural re-identification in anonymized social networks. PVLDB, 1(1):102-114, 2008.
5. Y. He and J.F. Naughton, Anonymization of set-valued data via topdown, local generalization, in VLDB 2009.
6. K. Liu and E. Terzi. Towards identity anonymization on graphs. In SIGMOD Conference, pages 93-106, 2008.
7. A. Meyerson and R. Williams. On the complexity of optimal kanonymity. In Proc. of PODS, 2004.
8. R. Motwani and S.U. Nabar, Anonymizing unstructured data, arXiv: 0810.5582v2, [cs.DB], 2008.
9. H. Park and K. Shim. Approximate algorithms for k-anonymity. In Proceedings of the 2007 ACM SIGMOD International Conference on Management of Data, pages 67-78, 2007.
10. P. Samarati and L. Sweeny. Generalizing data to provide anonymity when disclosing information. In Proc. of ACM Symposium on Principles of Database Systems, page 188, 1998.
11. L. Sweeny. k-anonymity: a model for protecting privacy. International Journal on Uncertainty, Fuzziness and Knowledge-based Systems, 10(5):557-570, 2002.
12. B. Zhou and J. Pei. Preserving privacy in social networks against neighborhood attacks. In ICDE, pages 506-515, 2008.
13. L. Zou, L. Chen, and M. T. Ozsu. K-automorphism: A general framework for privacy preserving network publication. In VLDB, 2009.