Statistical Disclosure Control for Official Statistics
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  1. Balancing risk and utility
  • Description of the data
  • Assessing the disclosure risks
  • Assessing the loss of information
  • Practical suppressive methods
  • ProtĂ©ger des tableaux avec une mĂ©thode suppressive
  • ProtĂ©ger des tableaux avec la mĂ©thode des clĂ©s alĂ©atoires
  • Practical perturbative methods
  • Apply micro-agregation
  • Appliquer PRAM
  • Appliquer le Target Record Swapping
  • GĂ©nĂ©rer des donnĂ©es synthĂ©tiques
  • Appliquer des mĂ©canismes de confidentialitĂ© diffĂ©rentielle
  • Balancing risk and utility
  • Analyse automatique des mĂ©tadonnĂ©es pour la protection des donnĂ©es tabulĂ©es
  • Analyser une demande
  • Advanced topics

Balancing risk and utility

Tools available to perform the trade-off

Author

INSEE, Department of Statistical Methods

Assessing the disclosure risks
Dans un jeu de données, on distingue trois grands types de variables:
INSEE, Department of Statistical Methods
 
Assessing the loss of information
INSEE, Department of Statistical Methods
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Source Code
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