On the Asymptotic Capacity of Information-Theoretic Privacy-Preserving Epidemiological Data Collection.
Jiale ChengNan LiuWei KangPublished in: Entropy (2023)
Keyphrases
- information theoretic
- privacy preserving
- data collection
- information theory
- mutual information
- privacy preserving data mining
- vertically partitioned data
- theoretic framework
- information bottleneck
- privacy preservation
- sensor networks
- jensen shannon divergence
- horizontally partitioned data
- private information
- sensitive information
- multi party
- information theoretic measures
- wireless sensor networks
- data privacy
- data analysis
- preserving privacy
- privacy concerns
- privacy protection
- privacy sensitive
- partitioned data
- machine learning
- privacy guarantees
- image reconstruction
- privacy issues
- medical images
- data perturbation
- scalar product
- private data