On Information-theoretic Measures for Quantifying Privacy Protection of Time-series Data.
Chris Y. T. MaDavid K. Y. YauPublished in: AsiaCCS (2015)
Keyphrases
- privacy protection
- information theoretic measures
- information theoretic
- mutual information
- privacy preserving
- information theory
- personal data
- data collection
- private information
- information loss
- data sharing
- statistical databases
- information entropy
- data anonymization
- sensitive information
- data protection
- shannon entropy
- statistical disclosure
- kullback leibler divergence
- image registration
- data points
- high dimensional
- data analysis
- similarity measure
- feature selection
- data management
- data publishing
- data sets