Securing the Classification of COVID-19 in Chest X-ray Images: A Privacy-Preserving Deep Learning Approach.
Wadii BoulilaAdel AmmarBilel BenjdiraAnis KoubaaPublished in: CoRR (2022)
Keyphrases
- privacy preserving
- x ray images
- deep learning
- lung nodules
- x ray
- privacy preserving classification
- support vector machine classification
- privacy preserving data mining
- medical images
- unsupervised learning
- chest radiographs
- vertically partitioned data
- decision trees
- privacy preservation
- private information
- machine learning
- feature space
- pattern recognition
- single view
- privacy sensitive
- privacy protection
- data privacy
- image classification
- scalar product
- sensitive information
- privacy concerns
- support vector machine
- differential privacy
- support vector
- feature extraction
- model selection
- secure multiparty computation