SECRETA: A system for evaluating and comparing relational and transaction anonymization algorithms

Advances in Database Technology - EDBT 2014: 17th International Conference on Extending Database Technology, Proceedings

Volumn , Issue , 2014, Pages 620-623

  Poulis, Giorgos ^a   Gkoulalas Divanis, Aris ^b   Loukides, Grigorios ^c   Skiadopoulos, Spiros ^a   Tryfonopoulos, Christos ^a  

^a UNIVERSITY OF PELOPONNESE   (Greece)

^b IBM RESEARCH   (Ireland)

^c CARDIFF UNIVERSITY   (United Kingdom)

Author keywords

[No Author keywords available]

Indexed keywords

DATA PRIVACY;

ANONYMIZATION; DATA UTILITIES; EFFECTIVENESS AND EFFICIENCIES; MULTIPLE ALGORITHMS; PRIVACY PRESERVING;

DATABASE SYSTEMS;

EID: 85014400885     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.5441/002/edbt.2014.58     Document Type: Conference Paper

References (12)

1. http://www-03.ibm.com/software/products/us/en/infosphere-optim-data-privacy/.
2. J. Cao, P. Karras, C. Raïssi, and K. Tan. rho-uncertainty: Inference-proof transaction anonymization. PVLDB, 3(1):1033-1044, 2010.
3. C. Dai, G. Ghinita, E. Bertino, J.-W. Byun, and N. Li. Tiamat: a tool for interactive analysis of microdata anonymization techniques. PVLDB, 2(2), 2009.
4. B. Fung, K. Wang, and P. Yu. Top-down specialization for information and privacy preservation. In ICDE, 2005.
5. A. Gkoulalas-Divanis and G. Loukides. Utility-guided clustering-based transaction data anonymization. TDP, 5(1):223-251, 2012.
6. K. LeFevre, D. DeWitt, and R. Ramakrishnan. Incognito: efficient full-domain k-anonymity. In SIGMOD, 2005.
7. G. Loukides, A. Gkoulalas-Divanis, and B. Malin. COAT: Constraint-based anonymization of transactions. Knowledge and Information Systems, 28(2):251-282, 2011.
8. National Institutes of Health, 2013. Data repositories. http://www.nlm.nih.gov/NIHbmic/nih-data-sharing-repositories.html.
9. G. Poulis, G. Loukides, A. Gkoulalas-Divanis, and S. Skiadopoulos. Anonymizing data with relational and transaction attributes. In ECML/PKDD, 2013.
10. M. Terrovitis, N. Mamoulis, and P. Kalnis. Local and global recoding methods for anonymizing set-valued data. VLDB J., 20(1):83-106, 2011.
11. X. Xiao, G. Wang, and J. Gehrke. Interactive anonymization of sensitive data. In SIGMOD, 2009.
12. J. Xu, W. Wang, J. Pei, X. Wang, B. Shi, and A.-C. Fu. Utility-based anonymization using local recoding. In KDD, pages 785-790, 2006.