Trade-off between disclosure risk and information loss using multivariate microaggregation: A case study on business data

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

Volumn 3050, Issue , 2004, Pages 307-322

  Sànchez, Josep A ^a   Urrutia, Julia ^a   Ripoll, Enric ^a  

^a Statistical Institute of Catalonia IDESCAT   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

ARTIFICIAL INTELLIGENCE; COMPUTERS;

BUSINESS DATA; DISCLOSURE RISK; EMPIRICAL TEST; INFORMATION LOSS; MICROAGGREGATION; SAMPLE SIZES; TRADE OFF;

ECONOMIC AND SOCIAL EFFECTS;

EID: 35048852660     PISSN: 03029743     EISSN: 16113349     Source Type: Book Series    
DOI: 10.1007/978-3-540-25955-8_25     Document Type: Article

References (7)

1. Defays, D. and Anwar, N. (1995), Micro-aggregation: a generic method, in Proc. Of the 2nd International Symposium on Statistical Confidentiality, Luxembourg: Office for Official Publications of the European Communities, 69-78.
2. Domingo-Ferrer, J. and Mateo-Sanz, J.M. (2002) Practical Data-Oriented Microaggregation for Statistical Disclosure Control, IEEE Transactions on Knowledge and Data Engineering, Vol. 14 189-201.
3. Hundepool, A. et al. (2002), /i-Argus 3.2 User's manual. Voorburg: Statistics Netherlands
4. Oganian, A. (2003), Security and Information loss in Statistical Database protection. Doctoral Thesis. Departament de Matemàtica Aplicada 4, Universitat Politècnica de Catalunya.
5. Sebé, F., Domingo-Ferrer, J. and Matco-Sanz, J.M. and Torra, V. (2002), "Postmasking optimization of the trade-off between information loss and disclosure risk in masked microdata sets", J. Domingo-Ferrer (Ed.): Inference Control in Statistical Databases, Springer LNCS 2316, pp. 163-171
6. Torres, A. (2003), Contributions a la Microagregacio per a la, Protecciô de Dades Estadistiques (Contributions to the Microaggregation for the Statistical Data Protection). Doctoral Thesis. Departament d'Estadi'stica i Investigacid Operativa, Universitat Politècnica de Catalunya.
7. Yancey, W.E., Winkler, W.E. and Creecy, R.H. (2002). "Disclosure Risk Assessment in Perturbative Microdata Protection". J. Domingo-Ferrer (Ed.): Inference Control in Statistical Databases, Springer LNCS 2316, pp. 135-152