A Novel Privacy-Preserving Deep Learning Scheme for the Classification of Covid-19 in Chest X-Ray Images.
Anh-Tu TranXuan Sang PhamPublished in: KSE (2023)
Keyphrases
- privacy preserving
- x ray images
- learning scheme
- lung nodules
- x ray
- privacy preserving classification
- support vector machine classification
- medical images
- privacy preserving data mining
- privacy preservation
- data privacy
- rule learning
- chest radiographs
- single view
- decision trees
- private information
- privacy protection
- vertically partitioned data
- learning algorithm
- multi party
- privacy sensitive
- privacy concerns
- privacy issues
- private data
- data perturbation
- sensitive information
- naive bayesian classification
- emerging patterns
- record linkage
- classification rules
- scalar product
- feature space
- privacy guarantees
- machine learning
- partitioned data
- three dimensional
- support vector machine
- ct images
- inductive logic programming
- sensitive data