An information theoretic privacy and utility measure for data sanitization mechanisms.
Mina AskariReihaneh Safavi-NainiKen BarkerPublished in: CODASPY (2012)
Keyphrases
- information theoretic
- information theoretic measures
- information theory
- differentially private
- mutual information
- information loss
- theoretic framework
- privacy requirements
- data points
- differential privacy
- jensen shannon divergence
- data mining techniques
- entropy measure
- model selection
- selection criterion
- multi modality